cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.spez7b
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus abdalai Quinteros, 2012"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098597-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbeaxm
title: Occurrence Download

description: A dataset containing 433297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxyura jamaicensis (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 433297 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000818-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjxphq
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009816-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt3aws
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is A new species of Arachnopsita (Orthoptera: Grylloidea: Phalangopsidae) from caves in Guatemala"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195154-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.icyfsv
title: Occurrence Download

description: A dataset containing 157077 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flore de Franche-Comté"
 ]
}

 The dataset includes 157077 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000818-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83aeaj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Naturalis Biodiversity Center (NL) - Crustacea"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195142-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ussxp4
title: Occurrence Download

description: A dataset containing 1013 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cybianthus peruvianus (A.DC.) Miq."
 ]
}

 The dataset includes 1013 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009419-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/asbqcv/egbpo2
title: S2. Unpublished data on demographic characteristics of former US flight attendants.docx
DOI: 10.7910/dvn/eofvtu/aeopxe
title: brcode.m
DOI: 10.7910/dvn/eofvtu/c4jvbv
title: cvg.m
DOI: 10.7910/dvn/eofvtu/hdwnb7
title: BPbreaktest.m
DOI: 10.7910/dvn/eofvtu/ie7qfp
title: boundedlineBlue.m
DOI: 10.7910/dvn/eofvtu/qozeep
title: correct.m
DOI: 10.7910/dvn/eofvtu/w9nomt
title: bayes_reg.m
DOI: 10.7910/dvn/eofvtu/czoqfg
title: DFM_function3_Simple.m
DOI: 10.7910/dvn/eofvtu/fkywwl
title: DFM_function3_UK_Simple.m
DOI: 10.7910/dvn/eofvtu/iogzco
title: draw_idiosyncratic_Simple.m
DOI: 10.7910/dvn/eofvtu/kcn0ij
title: dailyToLowerFrequency.m
DOI: 10.7910/dvn/eofvtu/xpttds
title: DFM_function3_Extended.m
DOI: 10.7910/dvn/eofvtu/y9mz0z
title: dating.m
DOI: 10.7910/dvn/68llaz/phuutu
title: Gathering In.mp3
DOI: 10.7910/dvn/68llaz/rlv22x
title: Field of Awareness Meditation.mp3
DOI: 10.7910/dvn/eofvtu/3kt1kq
title: drawStochasticVolatilities_new_Simple.m
DOI: 10.7910/dvn/eofvtu/8ckhb2
title: DrawIW.m
DOI: 10.7910/dvn/eofvtu/bjbsac
title: Figure1.pdf
DOI: 10.7910/dvn/eofvtu/few7eu
title: DurbinKoopman.m
DOI: 10.7910/dvn/eofvtu/gg0ps6
title: drawSerialCorrelations_new_Simple.m
DOI: 10.7910/dvn/eofvtu/tj3by1
title: estimPP.m
DOI: 10.7910/dvn/68llaz/cbhpva
title: Mini Shakeout.mp3
DOI: 10.7910/dvn/68llaz/fpxfsa
title: How to Move.mp3
DOI: 10.7910/dvn/68llaz/g4vsiz
title: Lying with Form.mp3
DOI: 10.7910/dvn/68llaz/sshhsl
title: How to do Qi Movements.mp3
DOI: 10.7910/dvn/68llaz/zne73p
title: Lying without Form and Drop Weight.mp3
DOI: 10.7910/dvn/eofvtu/bibafj
title: Figure2c.pdf
DOI: 10.7910/dvn/eofvtu/cque9o
title: Figure3b.pdf
DOI: 10.7910/dvn/eofvtu/fct4ei
title: Figure4a.pdf
DOI: 10.7910/dvn/eofvtu/gcg71h
title: Figure3a.pdf
DOI: 10.7910/dvn/eofvtu/nrdkqh
title: Figure2b.pdf
DOI: 10.7910/dvn/eofvtu/r31gxj
title: Figure2a.pdf
DOI: 10.7910/dvn/68llaz/0u0yky
title: Natural State.mp3
DOI: 10.7910/dvn/68llaz/53kgp1
title: Natural State 2.mp3
DOI: 10.7910/dvn/68llaz/6gzwlb
title: Shakeout from the Center.mp3
DOI: 10.7910/dvn/68llaz/pgcgpv
title: Patting and Stroking.mp3
DOI: 10.7910/dvn/68llaz/qofmql
title: Stand to Sit.mp3
DOI: 10.7910/dvn/68llaz/yzsjnq
title: Pushing Away.mp3
DOI: 10.7910/dvn/eofvtu/3eyldg
title: GDP_vintages.mat
DOI: 10.7910/dvn/eofvtu/afyhnj
title: funcg.m
DOI: 10.7910/dvn/eofvtu/fljtsy
title: Figure5b.pdf
DOI: 10.7910/dvn/eofvtu/krqzur
title: Figure5a.pdf
DOI: 10.7910/dvn/eofvtu/vz64b8
title: Figure4b.pdf
DOI: 10.7910/dvn/68llaz/dkfias
title: Stand to Walk.mp3
DOI: 10.7910/dvn/eofvtu/bakeiu
title: InitialConditions_Extended.m
DOI: 10.7910/dvn/eofvtu/bbalj5
title: InitialConditions_Simple.m
DOI: 10.7910/dvn/eofvtu/mbk92z
title: getcv1.m
DOI: 10.7910/dvn/eofvtu/riqs1t
title: getcv2.m
DOI: 10.7910/dvn/eofvtu/tg0omv
title: gmvn.m
DOI: 10.7910/dvn/eofvtu/twn7wg
title: getdmax.m
DOI: 10.7910/dvn/pvuytd/a8qqhq
title: S3. SurveyMonkey_FA Health MM study July 2015.pdf
DOI: 10.15468/dl.u7ubgu
title: Occurrence Download

description: A dataset containing 868119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1923",
 "Year is less than or equal to 2024",
 "TaxonKey is Arachnida"
 ]
}

 The dataset includes 868119 records from 2405 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028309-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15231162
title: News Mining Dataset for Sentiment and Topic Analysis: 300K Articles Extracted across 20 News Sources

description: This dataset was created using Arquivo.pt, the Portuguese web archive, as the primary source for extracting and analyzing news-related links. Over 3 million archived URLs were collected and processed, resulting in a curated collection of approximately 300,000 high-quality news articles from 20 different news sources.

Each article has been processed to extract key information such as:





Publication date




News source




Mentioned topics




Sentiment analysis



The dataset was built as part of a web-based application for relationship detection and exploratory analysis of news content. It can support research in areas such as natural language processing (NLP), computational journalism, network analysis, topic modeling, and sentiment tracking.

All articles are in Portuguese, and the dataset is structured for easy use with tools like Python (e.g., Pandas, Spark) and machine learning workflows.

Dataset Structure

The dataset consists of two main folders:





news/Contains all ~3 million processed URLs, organized by folders based on processing status:





success/ — articles successfully extracted




duplicated/ — duplicate content detected




not_news/ — filtered out as non-news




error/ — extraction or parsing failuresEach subfolder contains JSON files, partitioned as outputted by Spark. These represent the raw extracted content.






news_processed/Contains 8 Parquet files, which are partitions of a cleaned and enriched dataset with approximately 300,000 high-quality news articles. These include structured fields ready for analysis.
DOI: 10.5281/zenodo.15231163
title: News Mining Dataset for Sentiment and Topic Analysis: 300K Articles Extracted across 20 News Sources

description: This dataset was created using Arquivo.pt, the Portuguese web archive, as the primary source for extracting and analyzing news-related links. Over 3 million archived URLs were collected and processed, resulting in a curated collection of approximately 300,000 high-quality news articles from 20 different news sources.

Each article has been processed to extract key information such as:





Publication date




News source




Mentioned topics




Sentiment analysis



The dataset was built as part of a web-based application for relationship detection and exploratory analysis of news content. It can support research in areas such as natural language processing (NLP), computational journalism, network analysis, topic modeling, and sentiment tracking.

All articles are in Portuguese, and the dataset is structured for easy use with tools like Python (e.g., Pandas, Spark) and machine learning workflows.

Dataset Structure

The dataset consists of two main folders:





news/Contains all ~3 million processed URLs, organized by folders based on processing status:





success/ — articles successfully extracted




duplicated/ — duplicate content detected




not_news/ — filtered out as non-news




error/ — extraction or parsing failuresEach subfolder contains JSON files, partitioned as outputted by Spark. These represent the raw extracted content.






news_processed/Contains 8 Parquet files, which are partitions of a cleaned and enriched dataset with approximately 300,000 high-quality news articles. These include structured fields ready for analysis.
DOI: 10.15468/dl.3q9mj9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tropicos MO Specimen Data",
 "TaxonKey is Apostasia Blume"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003170-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmz3j2
title: Occurrence Download

description: A dataset containing 1 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 Porthidium volcanicum Solorzano, 1995"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079754-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cic2hn
title: Occurrence Download

description: A dataset containing 17894 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didelphis"
 ]
}

 The dataset includes 17894 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018373-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ga87nx
title: Occurrence Download

description: A dataset containing 133441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "TaxonKey is Arbutus unedo L."
 ]
}

 The dataset includes 133441 records from 539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000027-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1pk0qe
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tiere im Teichgebiet"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018374-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9vjw6
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemsleya zhejiangensis C.Z.Zheng"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017185-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jqat8
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Commelina zigzag P.A.Duvign. & Dewit"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008452-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8516097
title: Public Opinion Russia Ukraine War (Updated Daily)
DOI: 10.15468/dl.2cwt4r
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Goniothalamus thomsonii Thwaites"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017196-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrudwo
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobionotothen angustifrons (Fischer, 1885)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018375-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j36cas
title: Occurrence Download

description: A dataset containing 4814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "TaxonKey is Chamaecyparis obtusa (Siebold & Zucc.) Endl."
 ]
}

 The dataset includes 4814 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000018-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj3dpa
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Henckelia ceratoscyphus (B.L.Burtt) D.J.Middleton & Mich.Möller"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017214-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cn7rth
title: Occurrence Download

description: A dataset containing 107153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cettia cetti (Temminck, 1820)",
 "Year 1970-2023"
 ]
}

 The dataset includes 107153 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016674-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e94lcq
title: Occurrence Download

description: A dataset containing 17894 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didelphis"
 ]
}

 The dataset includes 17894 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018376-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvdpnd
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ailurus fulgens F.G.Cuvier, 1825"
 ]
}

 The dataset includes 530 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017183-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzn9pu
title: Occurrence Download

description: A dataset containing 162635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cicadellidae"
 ]
}

 The dataset includes 162635 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040288-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vs1ip
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thryorchilus browni (Bangs, 1902)"
 ]
}

 The dataset includes 816 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018377-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5j6tf
title: Occurrence Download

description: A dataset containing 4833 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnadenia densiflora (Wahlenb.) A.Dietr."
 ]
}

 The dataset includes 4833 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017220-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfpbyh
title: Occurrence Download

description: A dataset containing 6022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Living Specimen, Specimen, Fossil, Material citation, Material sample, Machine Observation)"
 ]
 }
 },
 "TaxonKey is Pisum sativum L.",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 6022 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000048-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb3bq9
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((129.51855 -11.52452,153.79981 -11.52452,153.79981 1.80292,129.51855 1.80292,129.51855 -11.52452))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dacrycarpus (Endl.) de Laub."
 ]
}

 The dataset includes 218 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239058-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbg6qe
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mammalia)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-92.7026998480032 15.337461962011,-92.4630948619937 15.337461962011,-92.4630948619937 15.5194300098052,-92.7026998480032 15.5194300098052,-92.7026998480032 15.337461962011))"
 ]
}

 The dataset includes 628 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007546-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.137259
title: Ostracon hiératique Ifao - ODM 2451_nu_2006_01544

description: Référence : nu_2006_01544<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.15468/dl.ewh6gt
title: Occurrence Download

description: A dataset containing 3701 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus dahuricus Turcz. ex Griseb."
 ]
}

 The dataset includes 3701 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276975-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr29vt
title: Occurrence Download

description: A dataset containing 2392 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fongs d'Andorra"
 ]
}

 The dataset includes 2392 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138245-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.