cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15473184
title: Spatial transcriptomic analyses of Ewing sarcoma reveals absence of human leukocyte antigen class I as a potential mechanism of primary resistance to immunotherapy

description: Here, we include the datasets required to replicate the analysis of single-cell RNAseq and CosMx spatial transcriptomics data associated with the manuscript "Spatial transcriptomic analyses of Ewing sarcoma reveals absence of human leukocyte antigen class I as a potential mechanism of primary resistance to immunotherapy". Code is include separately on github.
DOI: 10.5517/ccdc.csd.cc2mdfwc
title: CCDC 2425033: Experimental Crystal Structure Determination

description: Related Article: Stanzin Chuskit, Sunil Kumar, Dinabandhu Das|2025|CrystEngComm|27|3247|doi:10.1039/D5CE00242G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.15487714
title: WoodLCC-Building Lifecycle Cost & Service-Life Dataset
DOI: 10.5281/zenodo.15487715
title: WoodLCC-Building Lifecycle Cost & Service-Life Dataset
DOI: 10.5064/f6g2petf/lpjy01
title: Moore-et-al_AZ_0221_ADHS To Open New Appointments At State-Run Phoenix Municipal Stadium Tomorrow _ Office of the Arizona Governor.pdf
DOI: 10.15468/dl.euad9v
title: Occurrence Download

description: A dataset containing 1139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aiptasiidae, Actiniidae, Electridae, Mytilidae)",
 "Geometry POLYGON ((33.925781 30.297018, 30.849609 30.221102, 36.738281 17.978733, 42.539063 11.867351, 46.054688 9.362353000000001, 53.613281 12.297068, 64.6875 21.616579, 66.269531 25.403585, 65.302734 29.993002, 50.976563 32.398516, 33.925781 30.297018))"
 ]
}

 The dataset includes 1139 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008587-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5064/f6g2petf/u7nouy
title: Moore-et-al_AZ_0121_ADOA Opens Capitol Mall Vaccination Site _ ADOA.pdf
DOI: 10.5064/f6g2petf/gvyqwv
title: Moore-et-al_AZ_0621_ADHS - PIO - News Release - 062321.pdf
DOI: 10.5064/f6g2petf/jpkdrj
title: Moore-et-al_AZ_1220_ADHS - PIO - News Release - 122820.pdf
DOI: 10.15468/dl.fafv9r
title: Occurrence Download

description: A dataset containing 177003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apalone spinifera, Chelydra serpentina, Chrysemys picta, Clemmys guttata, Coluber constrictor, Crotalus horridus, Dermochelys coriacea, Diadophis punctatus, Emys blandingii, Glyptemys insculpta, Graptemys geographica, Heterodon platirhinos, Lampropeltis triangulum, Nerodia sipedon, Opheodrys vernalis, Pantherophis spiloides, Pantherophis vulpinus, Plestiodon fasciatus, Regina septemvittata, Sistrurus catenatus, Sternotherus odoratus, Storeria dekayi, Storeria occipitomaculata, Terrapene carolina, Thamnophis butleri, Thamnophis saurita, Thamnophis sirtalis, Trachemys scripta)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 177003 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008576-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5064/f6g2petf/z7gstp
title: Moore-et-al_AZ_0321_As Arizona Hits 3 Million Vaccine Doses Administered, Governor Ducey Announces New Phase Of COVID-19 Mitigation .pdf
DOI: 10.5064/f6g2petf/hz8xze
title: Moore-et-al_AZ_0321_ADHS - PIO - News Release - 030521.pdf
DOI: 10.15468/dl.hek8x9
title: Occurrence Download

description: A dataset containing 1649 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (Quindío)",
 "TaxonKey is one of (Mammalia [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 1649 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008588-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5064/f6g2petf/cvwwbp
title: Moore-et-al_AZ_0121_State, Partners Opening 24_7 COVID-19 Vaccination Site At State Farm Stadium _ Office of the Arizona Governor.pdf
DOI: 10.5064/f6g2petf/xcaxpi
title: Moore-et-al_AZ_0321_ADHS - PIO - News Release - 032521.pdf
DOI: 10.5064/f6g2petf/eujyqz
title: Moore-et-al_AZ_0421_ADHS - PIO - News Release - 040521.pdf
DOI: 10.5064/f6g2petf/vzpiu2
title: Moore-et-al_AZ_1220_Vaccine Information _ U.S. Congresswoman Debbie Lesko.pdf
DOI: 10.5064/f6g2petf/akx1f2
title: Moore-et-al_AZ_0121_ADHS - PIO - News Release - 011221.pdf
DOI: 10.5064/f6g2petf/wj4jqv
title: Moore-et-al_AZ_0621_ADHS - PIO - News Release - 060721.pdf
DOI: 10.5064/f6g2petf/wtzxyp
title: Moore-et-al_AZ_0121_ADHS-PIO - News Release - 011121.pdf
DOI: 10.5064/f6g2petf/v8w8vd
title: Moore-et-al_AZ_0421_ADHS - PIO - News Release - 041921-2.pdf
DOI: 10.5064/f6g2petf/crnoie
title: Moore-et-al_AZ_0521_ADHS - PIO - News Release - 051021.pdf
DOI: 10.5064/f6g2petf/as7b16
title: Moore-et-al_AZ_0421_ADHS - PIO - News Release - 043021.pdf
DOI: 10.5064/f6g2petf/vfeyaa
title: Moore-et-al_AZ_0921_Passing 19,000 deaths is a somber reminder that COVID-19 is still with us – AZ Dept. of Health Services Director.pdf
DOI: 10.5064/f6g2petf/bsxq2j
title: Moore-et-al_AZ_0721_Governor Ducey Statement On Updated CDC Guidance _ Office of the Arizona Governor.pdf
DOI: 10.5064/f6g2petf/jfnipw
title: Moore-et-al_AZ_0521_staff-user-guide.pdf
DOI: 10.5064/f6g2petf/rmzwcu
title: Moore-et-al_AZ_0121_ADHS - PIO - News Release - 012621.pdf
DOI: 10.5064/f6g2petf/dqudvz
title: Moore-et-al_AZ_0321_Governor Ducey Receives First Vaccine Dose _ Office of the Arizona Governor.pdf
DOI: 10.5064/f6g2petf/gadtax
title: Moore-et-al_AZ_0321_ADHS - PIO - News Release - 031821.pdf
DOI: 10.5064/f6g2petf/d3rzgh
title: Moore-et-al_AZ_0121_COVID-19 Vaccine Surveillance – AZ Dept. of Health Services Director's Blog.pdf
DOI: 10.5064/f6g2petf/ifprvv
title: Moore-et-al_AZ_1220_PRIMER_ Arizona Receiving 383,000+ Vaccine Doses By End Of December _ Office of the Arizona Governor.pdf
DOI: 10.5064/f6g2petf/ttbtyu
title: Moore-et-al_AZ_0421_ADHS - PIO - News Release - 041021.pdf
DOI: 10.5064/f6g2petf/ccfmhf
title: Moore-et-al_AZ_1220_ARRIVED_ COVID-19 Vaccine Doses _ Office of the Arizona Governor.pdf
DOI: 10.5064/f6g2petf/yh9ho2
title: Moore-et-al_AZ_0421_Arizona Launching COVID-19 Vaccination Site In Flagstaff On April 19 _ Office of the Arizona Governor.pdf
DOI: 10.5064/f6g2petf/rmgh8s
title: Moore-et-al_AZ_0421_ADHS - PIO - News Release - 041321.pdf
DOI: 10.5064/f6g2petf/4dmrs8
title: Moore-et-al_AZ_1220_Governor Ducey Announces Latest Actions To Fight COVID-19, Increase Hospital Staffing _ Office of the Arizona Go.pdf
DOI: 10.15468/dl.enwges
title: Occurrence Download

description: A dataset containing 231407202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2022"
 ]
}

 The dataset includes 231407202 records from 3041 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008555-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j258p
title: Occurrence Download

description: A dataset containing 11260261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chortophaga viridifasciata (De Geer, 1773), Phyllocnistis insignis Frey & Boll, 1876, Nyctemera annulatum Boisduval, 1832, Cirrospilus brevicorpus Shafee & Rizvi, 1988, Quadrastichus liriomyzae Hansson & LaSalle, 1996, Erythria oculata Dworakowska, 1993, Shaddai typicus Distant, 1918, Erythria facialis (Distant, 1918), Draeculacephala savannahae Hamilton, 1985, Paracopidosoma ephemeri Myartseva, 1977, Handianus imperator Dlabola, 1961, Acrobasis porphyrella Duponchel, 1836, Psilocera confusa Graham, 1992, Tamarixia arboreae (Graham, 1979), Tamarixia actis (Walker, 1839), Capra walie Rüppell, 1835, Tachardiaephagus absonus Prinsloo, 1977, Ulopa carneae Wagner, 1955, Xenolechia aethiops (Humphreys & Westwood, 1845), Nordmannia ilicis (Esper, 1779), Protoventuria straussii (Sacc. & Roum.) Sivan., Cheiloneurus paralia (Walker, 1837), Phyllosticta ericarum Crous, Gibbera salisburgensis Niessl, Cryptocephalus biguttatus (Scopoli, 1763), Adencyrtus pictus Prinsloo, 1977, Adencyrtus callainus Prinsloo, 1977, Adela caeruleella Walker, 1863, Harmostes reflexulus (Say, 1832), Chelostoma philadelphi (Robertson, 1891), Osmia georgica Cresson, 1878, Ardea alba Linnaeus, 1758, Erigeron philadelphicus L., Chrysocharis chromatomyiae Hansson, 1987, Septoria erigerontis Peck, 1872, Hebata erigeron (DeLong, 1931), Phasia barbifrons (Girschner, 1887), Stenurella septempunctata (Fabricius, 1793), Charagmus gressorius (Fabricius, 1792), Anthophila fabriciana (Linnaeus, 1767), Anthonomus rubi L.Bedel, 1887, Capsodes gothicus (Linnaeus, 1758), Satyrium w-album (Knoch, 1782), Ooencyrtus nezarae Ishii, 1928, Synanthedon acerrubri Engelhardt, 1925, Euodynerus hidalgo boreoorientalis (Bequaert, 1937), Gymnetis merops Ratcliffe, 2018, Podosphaera erigerontis-canadensis (Lév.) U.Braun & T.Z.Liu, Acraea rahira Boisduval, 1833, Parancistrocerus rectangulis (Viereck, 1908))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11260261 records from 4302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009510-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er6zky
title: Occurrence Download

description: A dataset containing 1 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 Acaena poeppigiana Gay",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010616-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15558441
title: LeafMachine2 Data: Fagaceae Leaf Outlines and ECT

description: Fagaceae - 920,822 leaves - 128 GB: This repository contains HDF5 (.h5) files with leaf morphological data for species in the Fagaceae family. Each file represents a single leaf specimen and contains leaf shape outlines, the 128x128 ECT matrix, and associated metadata.

File Contents

This dataset contains 920,822 leaves from taxa in the family Fagaceae. Some leaves may be partial, predated, broken, or incomplete. 

Each .h5 file contains the following datasets:



ECT_matrices/ - Euler Characteristic Transform (ECT) matrices capturing topological features of leaf shapes

shapes/shape_0 - Coordinate array (x,y) defining the leaf outline boundary. 

component_names - Original filename identifier (without extension)

group_labels - Taxonomic classification dictionary containing:



family: Taxonomic family name

genus: Genus classification

genus_species: Binomial species name

fullname: Complete taxonomic identifier




Data Format

Files are organized with standardized naming: [Herbarium]_[ID]_[Family]_[Genus]_[Species]__[LeafID].h5

Shape coordinates are normalized to a unit circle centered at the origin (-0.5 to 0.5 range), vertically oriented.

Uncompressed Size:

128 GB

Usage

Code for reading, processing, and analyzing these files is available at: https://github.com/Gene-Weaver/LM2-Data-Tools

The repository includes functions for extracting data and generating visualizations.

Citation: Please cite the LeafMachine2 paper and this dataset.



Weaver, W. N., & Smith, S. A. (2023). From leaves to labels: Building modular machine learning networks for rapid herbarium specimen analysis with LeafMachine2. Applications in Plant Sciences, 11(5), e11548. https://doi.org/10.1002/aps3.11548
DOI: 10.5281/zenodo.15558442
title: LeafMachine2 Data: Fagaceae Leaf Outlines and ECT

description: Fagaceae - 920,822 leaves - 128 GB: This repository contains HDF5 (.h5) files with leaf morphological data for species in the Fagaceae family. Each file represents a single leaf specimen and contains leaf shape outlines, the 128x128 ECT matrix, and associated metadata.

File Contents

This dataset contains 920,822 leaves from taxa in the family Fagaceae. Some leaves may be partial, predated, broken, or incomplete. 

Each .h5 file contains the following datasets:



ECT_matrices/ - Euler Characteristic Transform (ECT) matrices capturing topological features of leaf shapes

shapes/shape_0 - Coordinate array (x,y) defining the leaf outline boundary. 

component_names - Original filename identifier (without extension)

group_labels - Taxonomic classification dictionary containing:



family: Taxonomic family name

genus: Genus classification

genus_species: Binomial species name

fullname: Complete taxonomic identifier




Data Format

Files are organized with standardized naming: [Herbarium]_[ID]_[Family]_[Genus]_[Species]__[LeafID].h5

Shape coordinates are normalized to a unit circle centered at the origin (-0.5 to 0.5 range), vertically oriented.

Uncompressed Size:

128 GB

Usage

Code for reading, processing, and analyzing these files is available at: https://github.com/Gene-Weaver/LM2-Data-Tools

The repository includes functions for extracting data and generating visualizations.

Citation: Please cite the LeafMachine2 paper and this dataset.



Weaver, W. N., & Smith, S. A. (2023). From leaves to labels: Building modular machine learning networks for rapid herbarium specimen analysis with LeafMachine2. Applications in Plant Sciences, 11(5), e11548. https://doi.org/10.1002/aps3.11548
DOI: 10.15468/dl.mgb89f
title: Occurrence Download

description: A dataset containing 14759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acer palmatum Thunb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 14759 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009840-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5ztdh
title: Occurrence Download

description: A dataset containing 527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "TaxonKey is Cichlasoma amazonarum"
 ]
}

 The dataset includes 527 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030888-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v745d7
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Lycium ruthenicum"
 ]
}

 The dataset includes 213 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030890-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25406/wsu.29930129
title: A Scoping Review Protocol of the Efficacy and Safety of High-Dose Intravenous Vitamin C in the Treatment of Advanced Solid Tumors in African Populations

description: Background: High-dose intravenous vitamin C (HDIVC) has gained interest as an adjunctive therapy in cancer care due to its potential antioxidative and cytotoxic effects. Despite growing research, a comprehensive synthesis of the evidence on the efficacy and safety of HDIVC in advanced solid tumors remains limited. Materials and Methods: This review will follow the six steps of the Arksey and O’Malley framework, as adapted by Levac et al, namely: identifying the research question, identifying relevant studies, study selection eligibility, charting the data, collating, summarizing and reporting the results, and consultation. PubMed, Scopus, ScienceDirect, and Google Scholar databases will be used for the search of articles from 2000 – 2025. Grey literature will also be conducted. The Preferred Reporting Items for Systematic Reviews and the Meta-Analysis for Scoping Reviews (PRISMA-ScR) will be used as a guide for this scoping review protocol. A two-stage screening process will be used to determine the eligibility of articles with two independent reviewers. Discrepancies will be handled by consensus or by consulting an expert in cancer care. The selection of studies for the review is anticipated to be completed within 12 weeks, from 01 October to 31 December 2025. The extracted data will be analyzed and presented in a report. Conclusion: This scoping review will consolidate evidence on HDIVC for advanced solid tumors, identifying efficacy outcomes, safety profiles, and patient experiences in African populations that will inform clinical practice and guide policy making.<br>
DOI: 10.25406/wsu.29930129.v2
title: A Scoping Review Protocol of the Efficacy and Safety of High-Dose Intravenous Vitamin C in the Treatment of Advanced Solid Tumors in African Populations

description: Background: High-dose intravenous vitamin C (HDIVC) has gained interest as an adjunctive therapy in cancer care due to its potential antioxidative and cytotoxic effects. Despite growing research, a comprehensive synthesis of the evidence on the efficacy and safety of HDIVC in advanced solid tumors remains limited. Materials and Methods: This review will follow the six steps of the Arksey and O’Malley framework, as adapted by Levac et al, namely: identifying the research question, identifying relevant studies, study selection eligibility, charting the data, collating, summarizing and reporting the results, and consultation. PubMed, Scopus, ScienceDirect, and Google Scholar databases will be used for the search of articles from 2000 – 2025. Grey literature will also be conducted. The Preferred Reporting Items for Systematic Reviews and the Meta-Analysis for Scoping Reviews (PRISMA-ScR) will be used as a guide for this scoping review protocol. A two-stage screening process will be used to determine the eligibility of articles with two independent reviewers. Discrepancies will be handled by consensus or by consulting an expert in cancer care. The selection of studies for the review is anticipated to be completed within 12 weeks, from 01 October to 31 December 2025. The extracted data will be analyzed and presented in a report. Conclusion: This scoping review will consolidate evidence on HDIVC for advanced solid tumors, identifying efficacy outcomes, safety profiles, and patient experiences in African populations that will inform clinical practice and guide policy making.<br>
DOI: 10.25406/wsu.29930129.v1
title: A Scoping Review Protocol of the Efficacy and Safety of High-Dose Intravenous Vitamin C in the Treatment of Advanced Solid Tumors in African Populations

description: Background: High-dose intravenous vitamin C (HDIVC) has gained interest as an adjunctive therapy in cancer care due to its potential antioxidative and cytotoxic effects. Despite growing research, a comprehensive synthesis of the evidence on the efficacy and safety of HDIVC in advanced solid tumors remains limited. Materials and Methods: This review will follow the six steps of the Arksey and O’Malley framework, as adapted by Levac et al, namely: identifying the research question, identifying relevant studies, study selection eligibility, charting the data, collating, summarizing and reporting the results, and consultation. PubMed, Scopus, ScienceDirect, and Google Scholar databases will be used for the search of articles from 2000 – 2025. Grey literature will also be conducted. The Preferred Reporting Items for Systematic Reviews and the Meta-Analysis for Scoping Reviews (PRISMA-ScR) will be used as a guide for this scoping review protocol. A two-stage screening process will be used to determine the eligibility of articles with two independent reviewers. Discrepancies will be handled by consensus or by consulting an expert in cancer care. The selection of studies for the review is anticipated to be completed within 12 weeks, from 01 October to 31 December 2025. The extracted data will be analyzed and presented in a report. Conclusion: This scoping review will consolidate evidence on HDIVC for advanced solid tumors, identifying efficacy outcomes, safety profiles, and patient experiences in African populations that will inform clinical practice and guide policy making.<br>
DOI: 10.15468/dl.zze8sq
title: Occurrence Download

description: A dataset containing 818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((129.29202 30.55786,118.92138 38.22929,108.12456 36.95071,95.76504 27.71658,104.71504 14.36262,124.31979 15.35706,129.29202 30.55786))",
 "TaxonKey is Sassafras tzumu"
 ]
}

 The dataset includes 818 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030889-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17600657
title: coauth-MAG-Geology

description: This is a temporal higher-order network dataset, which here means a sequence of timestamped simplices where each simplex is a set of nodes. In this dataset, nodes are authors and a simplex is a publication marked with the "Geology" tag in the Microsoft Academic Graph. Timestamps are the year of publication.

Find the dataset details in AHORN.
DOI: 10.5281/zenodo.17600658
title: coauth-MAG-Geology

description: This is a temporal higher-order network dataset, which here means a sequence of timestamped simplices where each simplex is a set of nodes. In this dataset, nodes are authors and a simplex is a publication marked with the "Geology" tag in the Microsoft Academic Graph. Timestamps are the year of publication.

Find the dataset details in AHORN.