cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gbx2gp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis aureus",
 "Country is Antigua and Barbuda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014698-250802193616735/datasets/export for details.
DOI: 10.15468/dl.9zhs8g
title: Occurrence Download

description: A dataset containing 1912575 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 (Gallinago gallinago)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 1912575 records from 1669 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014666-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7u3pn
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Russian Federation, China, Mongolia, Korea, Republic of)",
 "TaxonKey is Carpodacus erythrinus grebnitskii Stejneger, 1885"
 ]
}

 The dataset includes 211 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008226-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtdu4q
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterocarpus rotundifolius (Sond.) Druce)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 538 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073424-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr34wt
title: Occurrence Download

description: A dataset containing 22055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Libinia dubia H.Milne Edwards, 1834)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22055 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073425-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu9nwd
title: Occurrence Download

description: A dataset containing 76511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-72.8923 10.97255,-71.94723 10.97255,-71.94723 11.72383,-72.8923 11.72383,-72.8923 10.97255))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 76511 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073416-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t9esk
title: Occurrence Download

description: A dataset containing 984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterocarpus macrocarpus Kurz)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 984 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073426-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.st9s7c
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyastenus hilgendorfi De Man, 1887)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073427-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkbgvs
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyastenus spinosus A.Milne-Edwards, 1872)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073430-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuzkms
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterocarpus marsupium Roxb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 93 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073428-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23cwhe
title: Occurrence Download

description: A dataset containing 2513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterocarpus rohrii Vahl)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2513 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073431-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n5j7h
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pacifastacus gambelii (Girard, 1852))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 98 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073432-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgapae
title: Occurrence Download

description: A dataset containing 2961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pterocarpus officinalis Jacq.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2961 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073434-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqjqts
title: Occurrence Download

description: A dataset containing 3157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Occurrence evidence)",
 "Country is one of (Colombia, Venezuela (Bolivarian Republic of))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)",
 "Year 1950-2024"
 ]
}

 The dataset includes 3157 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073435-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uarhs
title: Occurrence Download

description: A dataset containing 9355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Platylobium formosum Sm.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9355 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073436-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8sepp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.22202927063671 6.460980997004701,-73.0608512416132 6.460980997004701,-73.0608512416132 6.622159026028219,-73.22202927063671 6.622159026028219,-73.22202927063671 6.460980997004701))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astroblepus homodon (Regan, 1904)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073437-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bybk7d
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erythrina ×bidwillii Lindl.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073438-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.staujs
title: Occurrence Download

description: A dataset listing the 78319 species recorded in GBIF matching the query:
{
 "and" : [
 "GbifRegion is Africa",
 "TaxonKey is Arthropoda",
 "Year 2012-2024"
 ]
}

 The dataset's 78319 records were derived from 1063 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073429-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3byphr
title: Occurrence Download

description: A dataset containing 374760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-05-02",
 "EventDate is less than or equal to 2025-06-01",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 374760 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004372-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15440603
title: Comparative Study of BERT and KNN Algorithms for Indonesian Climate Change Sentiment Analysis

description: This dataset contains Indonesian-language tweets related to climate change, collected from Platform X (formerly Twitter) using Node.js & Python-based web scraping API tools. The dataset includes tweet text and associated metadata such as timestamp, conversation id, etc.

This data was used in the research titled "Comparative Study of BERT and KNN Algorithms for Indonesian Climate Change Sentiment Analysis". It supports the evaluation of machine learning models using 10-fold cross-validation and multiple statistical performance metrics.

The dataset is intended for academic research in machine learning, deep learning, text mining, and algorithms research.
description: We declare the authors’ contributions as follows: 

 








Name of Author



C



M



So



Va



Fo



I



R



D



O



E



Vi



Su



P



Fu





Jason Emmanuel



v



v



v



v



v



v



v



v



v



v



v



 



v



 





Wihendro



 



v



 



 



 



 



 



 



 



 



 



v



 



v






 








C   :  Conceptualization

M  :  Methodology

So :  Software

Va :  Validation

Fo :  Formal analysis



I    :  Investigation

R   :  Resources

D   :  Data Curation

O   :  Writing - Original Draft

E   :  Writing - Review & Editing



Vi  :  Visualization

Su :  Supervision

P   :  Project administration

Fu :  Funding acquisition
DOI: 10.5281/zenodo.15440604
title: Comparative Study of BERT and KNN Algorithms for Indonesian Climate Change Sentiment Analysis

description: This dataset contains Indonesian-language tweets related to climate change, collected from Platform X (formerly Twitter) using Node.js & Python-based web scraping API tools. The dataset includes tweet text and associated metadata such as timestamp, conversation id, etc.

This data was used in the research titled "Comparative Study of BERT and KNN Algorithms for Indonesian Climate Change Sentiment Analysis". It supports the evaluation of machine learning models using 10-fold cross-validation and multiple statistical performance metrics.

The dataset is intended for academic research in machine learning, deep learning, text mining, and algorithms research.
description: We declare the authors’ contributions as follows: 

 








Name of Author



C



M



So



Va



Fo



I



R



D



O



E



Vi



Su



P



Fu





Jason Emmanuel



v



v



v



v



v



v



v



v



v



v



v



 



v



 





Wihendro



 



v



 



 



 



 



 



 



 



 



 



v



 



v






 








C   :  Conceptualization

M  :  Methodology

So :  Software

Va :  Validation

Fo :  Formal analysis



I    :  Investigation

R   :  Resources

D   :  Data Curation

O   :  Writing - Original Draft

E   :  Writing - Review & Editing



Vi  :  Visualization

Su :  Supervision

P   :  Project administration

Fu :  Funding acquisition
DOI: 10.25549/inscriptifact-ouc110608665
title: Persepolis Fortification Aramaic Text 646, PFAT 646

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 646 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, upper edge and flat edge (?). Seal impression on reverse and upper edge. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110608022
title: Persepolis Fortification Aramaic Text 624, PFAT 624

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 624 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse and bottom edge. Seal impression on reverse, upper edge and flat edge. ❧ [Physical Object Note:] Flat edge chipped toward bottom edge.
DOI: 10.15468/dl.rnhj2c
title: Occurrence Download

description: A dataset containing 268415 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amanita muscaria"
 ]
}

 The dataset includes 268415 records from 535 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026870-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110608657
title: Persepolis Fortification Aramaic Text 646, PFAT 646

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 646 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, upper edge and flat edge (?). Seal impression on reverse and upper edge. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110608008
title: Persepolis Fortification Aramaic Text 625, PFAT 625

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PFAT 625 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse (?) and bottom edge. Seal impressions on obverse, bottom edge, flat edge (?). ❧ [Physical Object Note:] Obverse chipped on bottom edge toward flat edge. Reverse chipped along flat edge, bottom edge and upper edge.
DOI: 10.25549/inscriptifact-ouc110609046
title: Persepolis Fortification Aramaic Text 664, PFAT 664

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 664 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, bottom edge, reverse and round edge. Seal impression on obverse and reverse (?). ❧ [Physical Object Note:] Obverse chipped on bottom edge round edge and broken at corner of bottom edge flat edge.
DOI: 10.25549/inscriptifact-ouc110608002
title: Persepolis Fortification Aramaic Text 625, PFAT 625

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] PFAT 625 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse (?) and bottom edge. Seal impressions on obverse, bottom edge, flat edge (?). ❧ [Physical Object Note:] Obverse chipped on bottom edge toward flat edge. Reverse chipped along flat edge, bottom edge and upper edge.
DOI: 10.25549/inscriptifact-ouc110609045
title: Persepolis Fortification Aramaic Text 664, PFAT 664

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 664 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, bottom edge, reverse and round edge. Seal impression on obverse and reverse (?). ❧ [Physical Object Note:] Obverse chipped on bottom edge round edge and broken at corner of bottom edge flat edge.
DOI: 10.25549/inscriptifact-ouc1sto1609003
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110609041
title: Persepolis Fortification Aramaic Text 664, PFAT 664

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 664 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, bottom edge, reverse and round edge. Seal impression on obverse and reverse (?). ❧ [Physical Object Note:] Obverse chipped on bottom edge round edge and broken at corner of bottom edge flat edge.
DOI: 10.3535/37n-dny-arh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ebk-mw3-ny8
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9z-lxb-k22
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8jz-eyl-p0p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/drz-2gs-py4
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hrm-s5y-zfx
title: Batagur

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4mc-f7k-276
title: Duboisia Szidat, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zls-dl1-7lp
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdk-zk9-241
title: Hexaprotodon Falconer & Cautley, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ve-j4k-qq3
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.