cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uyd8fk
title: Occurrence Download

description: A dataset listing the 4066343 species recorded in GBIF matching the query:
{ }

 The dataset's 4066343 records were derived from 73196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010878-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.496pw6
title: Occurrence Download

description: A dataset containing 13166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Locusta migratoria (Linnaeus, 1758)"
 ]
}

 The dataset includes 13166 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010901-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n5xdj
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron ×pulchrum Sweet"
 ]
}

 The dataset includes 349 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029472-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ar565
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-79.46841470881022 -3.574792694020399, -79.46816275832835 -3.574747053299061, -79.45381848297879 -3.569400287465378, -79.45343046678356 -3.569050410923568, -79.44785384814513 -3.56095667533987, -79.44770558888453 -3.560705079184121, -79.44684183382871 -3.558680975680618, -79.4579634531614 -3.533617082961297, -79.48752882745828 -3.544669810471594, -79.48887622259313 -3.54578703253136, -79.49372807477177 -3.551067533784415, -79.49390463036778 -3.552258444593143, -79.49340117054649 -3.554781937076481, -79.49234948526502 -3.557125189346367, -79.47998382535825 -3.573047987785058, -79.47952255881508 -3.573269280510277, -79.47824671991287 -3.573778043031268, -79.46932390609877 -3.574730910378482, -79.4687477575846 -3.574784208103216, -79.46841470881022 -3.574792694020399))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029473-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/yf79sb
title: Replication Data for: The role of educational institutions in sustainable entrepreneurial intentions: What are the main schools of thought and future research agenda?

description: This is the dataset used for the paper "The role of educational institutions in sustainable entrepreneurial intentions: What are the main schools of thought and future research agenda?"
DOI: 10.15468/dl.5kyq3u
title: Occurrence Download

description: A dataset containing 49576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cupressus L."
 ]
}

 The dataset includes 49576 records from 779 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029474-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rzzwc
title: Occurrence Download

description: A dataset containing 10740 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus virginiana Mill."
 ]
}

 The dataset includes 10740 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029475-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29061038
title: Datasets used in Transitive prediction of small-molecule function through alignment of high-content screening resources

description: This dataset supports the development of CLIP<sup>n</sup>, a contrastive-learning framework designed to align heterogeneous high-content screening (HCS) profile datasets.<br>GitHub link: https://github.com/AltschulerWu-Lab/CLIPn<br>Directory Structure<br>Foldersraw_profilesHCS13/Contains raw data from 13 high-content screening (HCS) datasets. Each dataset includes meta and feature files.<br>L1000/CDRP_feature_exp.csv: Raw L1000 expression data from the CDRP dataset.CDRP_meta_exp.csv: Metadata associated with the CDRP expression data.LINCS_feature_exp.csv: Raw L1000 expression data from the LINCS dataset.LINCS_meta_exp.csv: Metadata associated with the LINCS expression data.<br>RxRx3/RxRx3_feature_final.csv: Profile data from the RxRx3 dataset.RxRx3_meta_final.csv: Metadata from the RxRx3 dataset.<br>Uncharacterized_compounds/NCI_cpnData.csv: Feature data for uncharacterized compounds from the NCI dataset.NCI_cpnInfo.csv: Information about uncharacterized compounds in the NCI dataset.Prestwick_UTSW_cpnData.csv: Feature data for uncharacterized compounds from the Prestwick UTSW dataset.Prestwick_UTSW_cpnInfo.csv: Information about uncharacterized compounds from the Prestwick UTSW dataset.<br><br>Data ReferenceFor raw datasets from 13 HCS database, data and analysis pipeline for dataset 1 was obtained from https://www.science.org/doi/suppl/10.1126/science.1100709/suppl_file/perlman.som.zip; for datasets 2-3, data were shared by authors; For datasets 4-5, analysis code was downloaded from https://static-content.springer.com/esm/art:10.1038/nbt.3419/MediaObjects/41587_2016_BFnbt3419_MOESM21_ESM.zip and data were shared by authors; For datasets 6-7, processed dataset was downloaded from AWS following instructions from https://github.com/carpenter-singh-lab/2022_Haghighi_NatureMethods, and replicate_level_cp_normalized.csv.gz features were used. For project datasets 8-13, datasets and analysis results were downloaded from https://zenodo.org/records/7352487. For RxRx3, dataset was obtained from https://www.rxrx.ai/rxrx3. L1000 transcript datasets were downloaded using the same link as datasets 6-7 and the processed transcript data files (named “replicate_level_l1k.csv”) were used.
DOI: 10.6084/m9.figshare.29061038.v1
title: Datasets used in Transitive prediction of small-molecule function through alignment of high-content screening resources

description: This dataset supports the development of CLIP<sup>n</sup>, a contrastive-learning framework designed to align heterogeneous high-content screening (HCS) profile datasets.<br>GitHub link: https://github.com/AltschulerWu-Lab/CLIPn<br>Directory Structure<br>Foldersraw_profilesHCS13/Contains raw data from 13 high-content screening (HCS) datasets. Each dataset includes meta and feature files.<br>L1000/CDRP_feature_exp.csv: Raw L1000 expression data from the CDRP dataset.CDRP_meta_exp.csv: Metadata associated with the CDRP expression data.LINCS_feature_exp.csv: Raw L1000 expression data from the LINCS dataset.LINCS_meta_exp.csv: Metadata associated with the LINCS expression data.<br>RxRx3/RxRx3_feature_final.csv: Profile data from the RxRx3 dataset.RxRx3_meta_final.csv: Metadata from the RxRx3 dataset.<br>Uncharacterized_compounds/NCI_cpnData.csv: Feature data for uncharacterized compounds from the NCI dataset.NCI_cpnInfo.csv: Information about uncharacterized compounds in the NCI dataset.Prestwick_UTSW_cpnData.csv: Feature data for uncharacterized compounds from the Prestwick UTSW dataset.Prestwick_UTSW_cpnInfo.csv: Information about uncharacterized compounds from the Prestwick UTSW dataset.<br><br>Data ReferenceFor raw datasets from 13 HCS database, data and analysis pipeline for dataset 1 was obtained from https://www.science.org/doi/suppl/10.1126/science.1100709/suppl_file/perlman.som.zip; for datasets 2-3, data were shared by authors; For datasets 4-5, analysis code was downloaded from https://static-content.springer.com/esm/art:10.1038/nbt.3419/MediaObjects/41587_2016_BFnbt3419_MOESM21_ESM.zip and data were shared by authors; For datasets 6-7, processed dataset was downloaded from AWS following instructions from https://github.com/carpenter-singh-lab/2022_Haghighi_NatureMethods, and replicate_level_cp_normalized.csv.gz features were used. For project datasets 8-13, datasets and analysis results were downloaded from https://zenodo.org/records/7352487. For RxRx3, dataset was obtained from https://www.rxrx.ai/rxrx3. L1000 transcript datasets were downloaded using the same link as datasets 6-7 and the processed transcript data files (named “replicate_level_l1k.csv”) were used.
DOI: 10.15468/dl.mytjhz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-79.46841470881022 -3.574792694020399, -79.46816275832835 -3.574747053299061, -79.45381848297879 -3.569400287465378, -79.45343046678356 -3.569050410923568, -79.44785384814513 -3.56095667533987, -79.44770558888453 -3.560705079184121, -79.44684183382871 -3.558680975680618, -79.4579634531614 -3.533617082961297, -79.48752882745828 -3.544669810471594, -79.48887622259313 -3.54578703253136, -79.49372807477177 -3.551067533784415, -79.49390463036778 -3.552258444593143, -79.49340117054649 -3.554781937076481, -79.49234948526502 -3.557125189346367, -79.47998382535825 -3.573047987785058, -79.47952255881508 -3.573269280510277, -79.47824671991287 -3.573778043031268, -79.46932390609877 -3.574730910378482, -79.4687477575846 -3.574784208103216, -79.46841470881022 -3.574792694020399))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chromista"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029476-250426092105405/datasets/export for details.
DOI: 10.15468/dl.g27h4z
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Curarea Barneby & Krukoff"
 ]
}

 The dataset includes 870 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029477-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjfz6j
title: Occurrence Download

description: A dataset containing 5790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archontophoenix cunninghamiana (H.Wendl.) H.Wendl. & Drude"
 ]
}

 The dataset includes 5790 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029478-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85xpba
title: Occurrence Download

description: A dataset containing 5133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Tachuris rubrigastra (Vieillot, 1817)",
 "Year 2010-2015"
 ]
}

 The dataset includes 5133 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029480-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6249m6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mangifera pentandra Hook.fil.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029479-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2u63n
title: Occurrence Download

description: A dataset containing 6357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Curatella Loefl."
 ]
}

 The dataset includes 6357 records from 299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029481-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkymw8
title: Occurrence Download

description: A dataset containing 8172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corymbia citriodora (Hook.) K.D.Hill & L.A.S.Johnson"
 ]
}

 The dataset includes 8172 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029483-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn3e8r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monomorium floricola",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085660-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mr94ax
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmodium tortuosum",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085662-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p73ykz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caspiobdella fadejewi",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029869-250811113504898/datasets/export for details.
DOI: 10.15468/dl.engwy3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficopomatus enigmaticus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029867-250811113504898/datasets/export for details.
DOI: 10.15468/dl.xmc3je
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caspiobdella fadejewi",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029870-250811113504898/datasets/export for details.
DOI: 10.15468/dl.2z8a85
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puntioplites waandersi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029871-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77acan
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "TaxonKey is Atelopus longirostris",
 "Year 2019-2025"
 ]
}

 The dataset includes 201 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029872-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pn4b77
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficopomatus enigmaticus",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029873-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brg94k
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-116.97244 -18.07716,20.97244 -18.07716,20.97244 37.07716,-116.97244 37.07716,-116.97244 -18.07716))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 9661d20d-86b6-4485-8948-f3c86b022fa7, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 19456090-b49a-11d8-abeb-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, 061b4f20-f241-11da-a328-b8a03c50a862, 715f7f6c-ddcd-4d41-a836-e89e4d868391, ae447c50-b8a8-11d8-92a4-b8a03c50a862)",
 "TaxonKey is Clinopodium tomentosum"
 ]
}

 The dataset includes 73 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029874-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.725p9n
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficopomatus enigmaticus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029875-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16923135
title: เทคโนโลยีชิบควอนตัม พื้นฐานระบบธรรมชาติจากพระจิตเจ้า
DOI: 10.15468/dl.vr4t4s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurytemora velox",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029877-250811113504898/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/12831256
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29963735
title: Data for "#KampalaPotholeExhbition: A multimodal discourse analysis of counter public narratives critiquing poor road maintenance in Uganda’s capital city."

description: This data set was created as part of a study that uses multimodal discourse analysis and social semiotic theory to examine the counter public discursive strategies used by the Ugandan public to protest poor road maintenance in the nation’s capital Kampala in a viral hashtag called #KampalaPotholeExhbition two years ago. Using Twitter/X data consisting of 198 photos and videos over the five-day official protest period, we found that protesters significantly relied on visual discourse as a tool of protest. Four dominant discursive strategies emerged as central to this campaign: 1) Humor, 2) Direct criticism 3) emotive and 4) unifying discourse.
DOI: 10.6084/m9.figshare.29963735.v1
title: Data for "#KampalaPotholeExhbition: A multimodal discourse analysis of counter public narratives critiquing poor road maintenance in Uganda’s capital city."

description: This data set was created as part of a study that uses multimodal discourse analysis and social semiotic theory to examine the counter public discursive strategies used by the Ugandan public to protest poor road maintenance in the nation’s capital Kampala in a viral hashtag called #KampalaPotholeExhbition two years ago. Using Twitter/X data consisting of 198 photos and videos over the five-day official protest period, we found that protesters significantly relied on visual discourse as a tool of protest. Four dominant discursive strategies emerged as central to this campaign: 1) Humor, 2) Direct criticism 3) emotive and 4) unifying discourse.
DOI: 10.15468/dl.6zzr8p
title: Occurrence Download

description: A dataset containing 2720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brotogeris pyrrhoptera",
 "Year 2020-2025"
 ]
}

 The dataset includes 2720 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029876-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpgd8s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurytemora velox",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029878-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgny4r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurytemora velox",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029879-250811113504898/datasets/export for details.
DOI: 10.15468/dl.cpanz9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficopomatus enigmaticus",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029881-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16923137
title: Quantum Chip Technology by IIT-Q - Stable Probability Distributions (SPD)