cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14800114
title: Global Starlink Web Cache Latency & Traceroute Measurement Dataset

description: This dataset contains global web cache latency measurements collected via RIPE Atlas probes equipped with Starlink terminals across five continents, spanning over 24 hours and resulting in ~2 Million measurements. The measurements aim to evaluate the user-perceived latency of accessing popular websites through low-earth orbit (LEO) satellite networks. 

This dataset is a product of Spache, a research project on web caching from space. Please refer to its WWW'25 paper for more details and analysis results. 

Dataset File Content

The dataset includes the following files:





Metadata



Target website list: A list of the top 50 most popular websites according to Alexa ranking.



RIPE Atlas Measurement IDs: For each website, the corresponding RIPE Atlas Measurement IDs for both Ping and Traceroute measurements are provided.

Note: microsoftonline.com (originally ranked 41st) is not included in the list due to its unresolvable domain name.







Measurement results - Raw Data



Ping and Traceroute results: Raw measurement results for each target website, including detailed information on each measurement.



Note: For details on the measurement result formats, please refer to the RIPE Atlas documentation.







Measurement results - Preprocessed Latency



Ping RTT latency: Preprocessed data containing the minimum RTT (Round Trip Time, in milliseconds) for each Ping measurement to all target websites.



Probe information: Corresponding Probe IDs, along with their respective countries and continents at the time of measurement.






This dataset is intended to support research on web caching, particularly in the context of satellite Internet. Please cite both this dataset and the associated paper if you find this data useful.
DOI: 10.5281/zenodo.14800115
title: Global Starlink Web Cache Latency & Traceroute Measurement Dataset

description: This dataset contains global web cache latency measurements collected via RIPE Atlas probes equipped with Starlink terminals across five continents, spanning over 24 hours and resulting in ~2 Million measurements. The measurements aim to evaluate the user-perceived latency of accessing popular websites through low-earth orbit (LEO) satellite networks. 

This dataset is a product of Spache, a research project on web caching from space. Please refer to its WWW'25 paper for more details and analysis results. 

Dataset File Content

The dataset includes the following files:





Metadata



Target website list: A list of the top 50 most popular websites according to Alexa ranking.



RIPE Atlas Measurement IDs: For each website, the corresponding RIPE Atlas Measurement IDs for both Ping and Traceroute measurements are provided.

Note: microsoftonline.com (originally ranked 41st) is not included in the list due to its unresolvable domain name.







Measurement results - Raw Data



Ping and Traceroute results: Raw measurement results for each target website, including detailed information on each measurement.



Note: For details on the measurement result formats, please refer to the RIPE Atlas documentation.







Measurement results - Preprocessed Latency



Ping RTT latency: Preprocessed data containing the minimum RTT (Round Trip Time, in milliseconds) for each Ping measurement to all target websites.



Probe information: Corresponding Probe IDs, along with their respective countries and continents at the time of measurement.






This dataset is intended to support research on web caching, particularly in the context of satellite Internet. Please cite both this dataset and the associated paper if you find this data useful.
DOI: 10.6084/m9.figshare.28355990
title: dataset-solar Panel

description: dataset-solar Panel
DOI: 10.15468/dl.478ajs
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psidium friedrichsthalianum (O.Berg) Nied.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 42 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017080-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4h7wv
title: Occurrence Download

description: A dataset containing 343545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Spilopelia senegalensis (Linnaeus, 1766)"
 ]
}

 The dataset includes 343545 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017057-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhyzmy
title: Occurrence Download

description: A dataset containing 2857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psidium guajava L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 2857 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017081-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14810139
title: KCCR-KATH Ecncephalitis Study: Clinical, Laboratory, and Epidemiological Data from a Tertiary Hospital in Ghana

description: The KATH Encephalitis Review_Raw Data dataset is a comprehensive collection of clinical data on suspected encephalitis patients, designed to support in-depth analysis of patient demographics, admission details, diagnostic procedures, and treatment outcomes. The dataset includes detailed patient records, encompassing multiple clinical and laboratory variables collected over several years.

Key demographic attributes such as age, gender, religion, level of education, and occupation are included, alongside essential medical data, including admission and discharge dates, presenting symptoms, and treatment regimens. To enhance diagnostic insights, the dataset features lumbar puncture results, computed tomography (CT) and magnetic resonance imaging (MRI) findings, and the administration of antibiotics and antiviral therapies.

This structured dataset allows for correlation analysis between patient demographics, clinical presentation, diagnostic findings, and outcomes, contributing to epidemiological and clinical research on central nervous system (CNS) infections. The KATH Encephalitis Review_Raw Data is structured in a standard Excel format (XLSX), ensuring high data integrity and accessibility for statistical modeling, epidemiological studies, and machine learning applications in biomedical research.
DOI: 10.5281/zenodo.14810140
title: KCCR-KATH Ecncephalitis Study: Clinical, Laboratory, and Epidemiological Data from a Tertiary Hospital in Ghana

description: The KATH Encephalitis Review_Raw Data dataset is a comprehensive collection of clinical data on suspected encephalitis patients, designed to support in-depth analysis of patient demographics, admission details, diagnostic procedures, and treatment outcomes. The dataset includes detailed patient records, encompassing multiple clinical and laboratory variables collected over several years.

Key demographic attributes such as age, gender, religion, level of education, and occupation are included, alongside essential medical data, including admission and discharge dates, presenting symptoms, and treatment regimens. To enhance diagnostic insights, the dataset features lumbar puncture results, computed tomography (CT) and magnetic resonance imaging (MRI) findings, and the administration of antibiotics and antiviral therapies.

This structured dataset allows for correlation analysis between patient demographics, clinical presentation, diagnostic findings, and outcomes, contributing to epidemiological and clinical research on central nervous system (CNS) infections. The KATH Encephalitis Review_Raw Data is structured in a standard Excel format (XLSX), ensuring high data integrity and accessibility for statistical modeling, epidemiological studies, and machine learning applications in biomedical research.
DOI: 10.15468/dl.xj9rxd
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psidium guineense Sw.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 67 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017082-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n4j4d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psidium oligospermum Mart. ex DC.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017083-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bshy56
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Baeolophus bicolor (Linnaeus, 1766), Centrocercus urophasianus (Bonaparte, 1827), Centronyx henslowii (Audubon, 1829), Corvus ossifragus A.Wilson, 1812, Geothlypis formosa (A.Wilson, 1811), Haemorhous cassinii (S.F.Baird, 1854), Megascops asio (Linnaeus, 1758), Melanerpes carolinus (Linnaeus, 1758), Melanerpes erythrocephalus (Linnaeus, 1758), Nucifraga columbiana (A.Wilson, 1811), Peucaea aestivalis (M.H.K.Lichtenstein, 1823), Pica nuttalli (Audubon, 1837), Quiscalus major Vieillot, 1819, Recurvirostra americana J.F.Gmelin, 1789, Sitta pusilla Latham, 1790, Thryothorus ludovicianus (Latham, 1790), Toxostoma rufum (Linnaeus, 1758), Vermivora chrysoptera (Linnaeus, 1766))",
 "Year is one of (1989,1990)",
 "Country is United States of America",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017063-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3a8eq
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ugni myricoides (Kunth) O.Berg)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017084-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm4cny
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Grajalesia fasciculata (Standl.) Miranda)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017085-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrwfqb
title: Occurrence Download

description: A dataset containing 34982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is one of (Brazil, Mexico, Honduras, Guatemala, Panama, Peru, Colombia, Ecuador, Costa Rica, Venezuela (Bolivarian Republic of))",
 "TaxonKey is Pharomachrus mocinno La Llave, 1832",
 "Year 2014-2024"
 ]
}

 The dataset includes 34982 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017086-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku8hdp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Guapira costaricana (Standl.) Woodson)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017087-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7fjue
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Guapira petenensis (Lundell) Lundell)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017088-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg7bbb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neea amplifolia Donn.Sm.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017089-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6qv3j
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, ae447c50-b8a8-11d8-92a4-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, fee3882f-5360-4f01-a1ca-767c48fa629c, 6ba9a8cc-513a-4a51-bf93-6f5de8040a96, d0e01e0c-7e8c-49aa-aeed-15fab7dfee46, 1f55bd0a-6ebe-49a1-8a9c-9258702b6f46)",
 "TaxonKey is Vaccinium floribundum Kunth"
 ]
}

 The dataset includes 554 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017091-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14816778
title: Myrmecia navigation

description: Dataset
DOI: 10.5281/zenodo.14816779
title: Myrmecia navigation

description: Dataset
DOI: 10.15468/dl.jyk4c8
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neea psychotrioides Donn.Sm.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 50 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017094-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ws7779
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neea tenuis Standl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017095-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjzw9u
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neea turbinata Lundell)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017096-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2a2u7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pisonia flavescens Standl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017097-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.butb3q
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pisonia macranthocarpa (Donn.Sm.) Donn.Sm.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017098-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rku63
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ouratea insulae L.Riley)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017099-250127130748423/datasets/export for details.
DOI: 10.15468/dl.ermc7x
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ouratea jaliscensis Mc Vaugh)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017100-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5n9x8
title: Occurrence Download

description: A dataset containing 13783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "Geometry POLYGON((-160.14342 22.28463,-160.53261 21.65903,-159.88396 21.65903,-158.94991 21.41769,-158.56072 20.95804,-157.60072 20.95804,-157.02991 20.42405,-156.48504 20.03453,-156.04396 18.68824,-155.47315 18.56531,-154.8764 19.03198,-154.33153 19.44843,-154.33153 20.0589,-155.39531 20.47268,-155.70667 21.00649,-156.77045 21.58667,-157.57477 21.75546,-158.56072 21.75546,-158.69045 22.28463,-159.31315 22.54846,-160.14342 22.28463))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 13783 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017101-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr6zey
title: Occurrence Download

description: A dataset containing 35390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pharomachrus mocinno La Llave, 1832",
 "Year 2014-2024"
 ]
}

 The dataset includes 35390 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017102-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duj39s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ouratea jurgensenii (Planch.) Engl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017103-250127130748423/datasets/export for details.
DOI: 10.6084/m9.figshare.28356035
title: Raw data

description: CHARLS 2011 DATA
DOI: 10.6084/m9.figshare.28356035.v1
title: Raw data

description: CHARLS 2011 DATA
DOI: 10.6084/m9.figshare.28356011
title: StudentCharityShanghai

description: The dataset consists of survey data on college students' engagement in charity. The more than 8,000 entries were collected in 2019 from 16 higher education institutions in Shanghai, China.