cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jfj2ef
title: Occurrence Download

description: A dataset containing 4551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Tigridia Juss."
 ]
}

 The dataset includes 4551 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257879-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dusb34
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34.2 29.558,35.921 29.558,35.921 33.207,34.2 33.207,34.2 29.558))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pieridae",
 "Year 2020-2023"
 ]
}

 The dataset includes 352 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243295-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4z3gc
title: Occurrence Download

description: A dataset containing 11461 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database and digitization of bees in Thailand"
 ]
}

 The dataset includes 11461 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066501-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.474r8x
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Equus zebra Linnaeus, 1758"
 ]
}

 The dataset includes 552 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031223-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwpp3e
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.30_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tsuga dumosa (D.Don) Eichler"
 ]
}

 The dataset includes 404 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022427-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vskptz
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xylotrechus emaciatus Bates, 1884",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 78 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203146-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aamces
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teloleuca kusnezowi Lindberg, 1934",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222643-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mbbud
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Styrax dasyanthus Perkins"
 ]
}

 The dataset includes 203 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203135-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy23hr
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BEL.3.3.2_1",
 "TaxonKey is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 136 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202628-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jttrxj
title: Occurrence Download

description: A dataset containing 51090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fabales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51090 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287640-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hv5hr
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curculio distinguendus W.Roelofs, 1874",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203152-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xw7j2
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alliaria petiolata",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002329-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1133979
title: Digital Archive from a Geophysical Survey and Archaeological Evaluation at Totnes Road, Ipplepen, Teignbridge, Devon, 2018

description: This collection comprises photographs, geophysical data, shade plots of geophysical data and site records from a a geophysical survey and an archaeological evaluation that were carried out by South West Archaeology Ltd. between August and September 2018 for an agricultural development on land at Totnes Road, Ipplepen, Teignbridge, Devon. The geophysical survey identified features that included a probable round house; a ditch/bank that is demonstrative of a previous boundary; a possible trackway that ran along the western boundary of the site; and a linear feature and a possible pit towards the northern edge of the site. The archaeological evaluation validated the results of the geophysical survey.
DOI: 10.5284/1133957
title: Digital Archive from a Programme of Archaeological Works at HMP Wellingborough, Northamptonshire, 2018-2019

description: This collection comprises site photographs, site records, geophysical data and raster plots of geophysical data from multiple archaeological works at HMP Wellingborough. Work was carried out by MOLA (Museum of London Archaeology) between June 2018 and November 2019. The works demonstrated the presence of seven ditches, two pits and eight furrows. Dateable material found in the evaluation indicates that part of a middle to late Iron Age settlement, comprised a roundhouse and a boundary ditch, across the eastern area.
DOI: 10.5284/1134011
title: Digital Archive from an Archaeological Geophysical Survey at Dove Valley Park, Derbyshire, July 2024

description: This collection comprises geophysical data, processed greyscale images of geophysical data and a report from a geophysical survey at Dove Valley Park carried out by Archaeological Services WYAS in July 2024. The survey identified ferrous anomalies and areas of magnetic disturbance which relate to the use of the Site as an airfield during World War 2 and was in operation as RAF Church Broughton 1942 to 1954.
DOI: 10.26028/cybium/2025-020
title: French ichthyological records for 2020 – Table SI
DOI: 10.17632/4swm374y5g
title: An Illustration of Semantic Fingerprinting: What's in a Word (of the Year)?

description: The data includes the semantic fingerprints of 206 emotion-related terms defined in Wikipedia as well as the Words of the Year selected by Dictionary.com for the period 2010-2023.
DOI: 10.17632/4swm374y5g.1
title: An Illustration of Semantic Fingerprinting: What's in a Word (of the Year)?

description: The data includes the semantic fingerprints of 206 emotion-related terms defined in Wikipedia as well as the Words of the Year selected by Dictionary.com for the period 2010-2023.
DOI: 10.15468/dl.k98vss
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Motacilla flava)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002331-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7r6hn
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002332-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u843mm
title: Occurrence Download

description: A dataset containing 32552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Centropomus undecimalis"
 ]
}

 The dataset includes 32552 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002330-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rr9p346xx6
title: Raw data part 3 for "Oligomerization and Exocyst Coupling Underlie Spa2-Mediated Focusing of Polarized Growth in Fission Yeast"

description: Raw data for the article published in the Journal of Cell Science in 2025
DOI: 10.17632/rr9p346xx6.1
title: Raw data part 3 for "Oligomerization and Exocyst Coupling Underlie Spa2-Mediated Focusing of Polarized Growth in Fission Yeast"

description: Raw data for the article published in the Journal of Cell Science in 2025
DOI: 10.17632/tpm9pynh8w
title: Raw data part 1 for "Oligomerization and Exocyst Coupling Underlie Spa2-Mediated Focusing of Polarized Growth in Fission Yeast"

description: Raw data for the article published in the Journal of Cell Science in 2025
DOI: 10.17632/tpm9pynh8w.1
title: Raw data part 1 for "Oligomerization and Exocyst Coupling Underlie Spa2-Mediated Focusing of Polarized Growth in Fission Yeast"

description: Raw data for the article published in the Journal of Cell Science in 2025
DOI: 10.17632/zj2zcp7938
title: Chronic Pelvic Pain Handbook RCT Data

description: Raw data with variables defined along row 1.
DOI: 10.17632/zj2zcp7938.1
title: Chronic Pelvic Pain Handbook RCT Data

description: Raw data with variables defined along row 1.
DOI: 10.6084/m9.figshare.29541752
title: Portraying AI’s Impact on Jobs: A Topic and Sentiment Analysis of U.S. Mainstream Media Discourses (2023–2025)

description: The rapid advancement of artificial intelligence (AI), particularly following the release of ChatGPT in late 2022, has intensified public concerns about job displacement and labor market disruption. This study examines how U.S. mainstream newspapers represented AI’s employment implications between January 2023 and March 2025. Using a mixed-methods approach that integrates topic modeling, sentiment analysis, and corpus-based discourse analysis, it analyzes 311 articles from five major U.S. newspapers. The results show that both media focus and public perceptions shifted notably in response to socio-political and labor-related events linked to AI. Overall, positive sentiment outweighed negative sentiment, indicating a predominantly optimistic media tone regarding AI’s impact on jobs. This study contributes to the research on AI-mediated public discourse by providing a replicable analytical framework and underscoring the significance of media narratives in shaping public attitudes and employment policy debates.
DOI: 10.6084/m9.figshare.29541752.v1
title: Portraying AI’s Impact on Jobs: A Topic and Sentiment Analysis of U.S. Mainstream Media Discourses (2023–2025)

description: The rapid advancement of artificial intelligence (AI), particularly following the release of ChatGPT in late 2022, has intensified public concerns about job displacement and labor market disruption. This study examines how U.S. mainstream newspapers represented AI’s employment implications between January 2023 and March 2025. Using a mixed-methods approach that integrates topic modeling, sentiment analysis, and corpus-based discourse analysis, it analyzes 311 articles from five major U.S. newspapers. The results show that both media focus and public perceptions shifted notably in response to socio-political and labor-related events linked to AI. Overall, positive sentiment outweighed negative sentiment, indicating a predominantly optimistic media tone regarding AI’s impact on jobs. This study contributes to the research on AI-mediated public discourse by providing a replicable analytical framework and underscoring the significance of media narratives in shaping public attitudes and employment policy debates.
DOI: 10.15468/dl.w7hdgm
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macaca mulatta",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 246 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002333-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnq43v
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China, Hong Kong)",
 "TaxonKey is Mus caroli"
 ]
}

 The dataset includes 768 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002334-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/df8by3wmfk
title: Raw data part 2 for "Oligomerization and Exocyst Coupling Underlie Spa2-Mediated Focusing of Polarized Growth in Fission Yeast"

description: Raw data for the article published in the Journal of Cell Science in 2025
DOI: 10.17632/df8by3wmfk.1
title: Raw data part 2 for "Oligomerization and Exocyst Coupling Underlie Spa2-Mediated Focusing of Polarized Growth in Fission Yeast"

description: Raw data for the article published in the Journal of Cell Science in 2025
DOI: 10.17632/c3rk9gv4w9
title: lichi-maturity

description: The Lychee Maturity Dataset contains real-world images captured at the Guangzhou Yehai Lychee Ecological Park, specifically for training computer vision models in agriculture. It showcases lychees in their natural on-tree environment and is classified into four distinct stages of ripeness: young, green, half-ripe (half), and fully ripe (red). This dataset is ideal for developing automated systems for tasks like selective robotic harvesting, yield estimation, and quality assessment by accurately identifying the maturity of the fruit.
DOI: 10.15468/dl.wsekg5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amorpha fruticosa",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002335-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c3rk9gv4w9.1
title: lichi-maturity

description: The Lychee Maturity Dataset contains real-world images captured at the Guangzhou Yehai Lychee Ecological Park, specifically for training computer vision models in agriculture. It showcases lychees in their natural on-tree environment and is classified into four distinct stages of ripeness: young, green, half-ripe (half), and fully ripe (red). This dataset is ideal for developing automated systems for tasks like selective robotic harvesting, yield estimation, and quality assessment by accurately identifying the maturity of the fruit.
DOI: 10.15468/dl.qd7xza
title: Occurrence Download

description: A dataset containing 50403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.31.5_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 50403 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002309-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m53gh7
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Osmoderma eremita"
 ]
}

 The dataset includes 124 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002336-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15861691
title: Dataset of 'Challenges and Perceptions of Coretax: A Sentiment Analysis Approach'

description: The data used in this research was collected from the X platform (formerly known as Twitter) and is strictly intended for academic purposes. All data collection procedures were carried out with ethical considerations, including the anonymization of user identities and the exclusion of any personally identifiable information.

This research is non-commercial in nature and is conducted solely to fulfill academic requirements, such as a final project, thesis, or scientific publication. The collected data is not used for business, marketing, or any other commercial activities.

Any use of this data beyond the scope of academic research is not the responsibility of the researcher and is not permitted without proper authorization and compliance with the platform’s terms of service and privacy policy.
DOI: 10.5281/zenodo.15861692
title: Dataset of 'Challenges and Perceptions of Coretax: A Sentiment Analysis Approach'

description: The data used in this research was collected from the X platform (formerly known as Twitter) and is strictly intended for academic purposes. All data collection procedures were carried out with ethical considerations, including the anonymization of user identities and the exclusion of any personally identifiable information.

This research is non-commercial in nature and is conducted solely to fulfill academic requirements, such as a final project, thesis, or scientific publication. The collected data is not used for business, marketing, or any other commercial activities.

Any use of this data beyond the scope of academic research is not the responsibility of the researcher and is not permitted without proper authorization and compliance with the platform’s terms of service and privacy policy.