cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p8un36
title: Occurrence Download

description: A dataset containing 135246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Fossil, Living Specimen, Occurrence evidence, Material citation, Material sample, Human Observation, Machine Observation, Observation)",
 "Country is Kazakhstan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 135246 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015698-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/n1y6ax
title: PAN-00173314 - smelt waste

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173314&lt;/p&gt;
description: Modified: 2025-09-25T15:38:43+02:00
DOI: 10.7807/microm:einwgeal:suf:v2
title: Sozioökonomische Daten auf Rasterebene (SUF 2). Einwohner nach Geschlecht und Alter
title: Socio-Economic Data on grid level (SUF 2). Population by age and gender
title: Sozioökonomische Daten auf Rasterebene Scientific Use File– Einwohner nach Geschlecht und Alter

description: Die Geschlechts- und Altersstruktur weist den Anteil der Einwohner pro Gebietsebene aus und liegt unterteilt nach Geschlecht für 17 Altersklassen vor. Dabei wird das Alter zwischen 20 und 75 in Kategorien von je 5 Jahren zusammengefasst. Für das höhere Alter erfolgt eine Zusammenfassung in "75 Jahre und älter". Für Kinder folgt microm den folgenden Altersgruppierungen: Zum einen werden Kleinkinder gesondert betrachtet; dabei handelt es sich um die Altersklasse der 0- bis 3-Jährigen. Eine weitere Klasse umfasst das Kindergartenalter, also Kinder im Alter zwischen 3 und 6 Jahren. Danach folgen Einteilungen in Grundschulkinder (6-10 Jahre) und Kinder in der schulischen Mittelstufenklasse (10-15 Jahre). Mit 15 ist es möglich, die allgemeine Schullaufbahn zu beenden und in eine Ausbildung mit Berufsschule zu wechseln, bzw. die allgemeine Hochschulreife auf der allgemeinen Schule zu erlangen. Auch diese Altersgruppen werden gesondert in der Klasse der 15- bis 18-Jährigen bzw. in der Altersklasse der 18- bis 20-Jährigen erfasst (microm 2014, S. 99). Die Ausprägungen der Altersgruppen liegen als prozentuale Anteile an allen Einwohnern einer Rasterzelle vor. Komplementär zu diesem Datensatz wird die absolute Einwohnerzahl auf Rasterebene als separater Datensatz angeboten und ist unter der DOI 10.7807/microm:einwohner:V1 auffindbar.
description: RWI-GEO-GRID
description: RWI-GEO-GRID
description: Microm verwendet schätzungsweise über eine Milliarde Einzelinformationen, die in den microm Datensatz einfließen. Die Grundlage für die Informationsgewinnung bilden im Wesentlichen Informationen über ca. 40,7 Millionen Haushalte in Deutschland. Die Daten werden jedoch nicht für die einzelnen Haushalte sondern für die rund 19,7 Millionen Häuser in Deutschland ausgewiesen (microm 2014, Seite 1). Aus datenschutzrechtlichen Gründen werden Häuser, die zu einem Wohnumfeld gehören, zu einem „virtuellen“ mikrogeografischen Segment (sog. Mikrozelle) gebündelt, das durchschnittlich acht, mindestens aber fünf Häuser umfasst. So werden aus den benutzten Grunddaten Informationen zu den Haushaltsstrukturen generiert, die dann wiederum in weitere Hochrechnungen einfließen. Wann immer dies möglich ist, werden die errechneten Daten mit anderen Datenquellen wie beispielsweise amtlichen Daten, die auf einer höheren Aggregationsstufe vorliegen, abgeglichen (microm 2014, Seite 2). Darüber hinaus nutzt microm die Möglichkeit seine Wohnumfelder zu geocodieren, das heißt, den Wohnfeldern werden Koordinaten zugewiesen. Dadurch wird die Möglichkeit geschaffen, diese Informationen den einzelnen Rastern zuzuordnen und auf dieser Ebene zu aggregieren.
DOI: 10.17026/ar/cozalw
title: PAN-00173319 - seal lead (pinch lead)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173319&lt;/p&gt;
description: Modified: 2025-09-25T15:31:14+02:00
DOI: 10.15468/dl.n36ct9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Abies concolor"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015736-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2ef898
title: Occurrence Download

description: A dataset containing 52831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Vigna unguiculata"
 ]
}

 The dataset includes 52831 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015708-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/h1ydet
title: PAN-00173305 - pipe cleaner

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173305&lt;/p&gt;
description: Modified: 2025-09-25T15:30:58+02:00
DOI: 10.15468/dl.k6zus7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Abies balsamea"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015731-250920141307145/datasets/export for details.
DOI: 10.15468/dl.zknt7s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Abies amabilis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015730-250920141307145/datasets/export for details.
DOI: 10.17026/dans-27r-jeer
title: PAN-00141514 - terra sigillata cup type Drag. 27

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00141514&lt;/p&gt;
description: Modified: 2025-09-25T15:38:25+02:00
DOI: 10.15468/dl.t2akus
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015785-250920141307145/datasets/export for details.
DOI: 10.17026/ar/bhuh2m
title: PAN-00173320 - bullet (small arm)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173320&lt;/p&gt;
description: Modified: 2025-09-25T15:30:37+02:00
DOI: 10.15468/dl.w9hx35
title: Occurrence Download

description: A dataset containing 77918 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Naturalis Biodiversity Center (NL) - Cnidaria"
 ]
}

 The dataset includes 77918 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015773-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.33580.73601
title: Supplementary Information - A Methodology for Detecting Existing and Potential Hydrographic Features
DOI: 10.17026/ar/dnsuzf
title: PAN-00173315 - double looped buckle with separate bar

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173315&lt;/p&gt;
description: Modified: 2025-09-25T15:39:03+02:00
DOI: 10.15468/dl.j5t9vv
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bachia trisanale"
 ]
}

 The dataset includes 275 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015788-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/xzjr7p
title: PAN-00173318 - excise tax lead/customs lead (long connecting strip)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173318&lt;/p&gt;
description: Modified: 2025-09-25T15:30:14+02:00
DOI: 10.15468/dl.4se5ph
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015786-250920141307145/datasets/export for details.
DOI: 10.15468/dl.jr3vug
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Bolivia (Plurinational State of), Brazil)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cordia lutea"
 ]
}

 The dataset includes 30 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015789-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb7phy
title: Occurrence Download

description: A dataset containing 4207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Apis mellifera capensis"
 ]
}

 The dataset includes 4207 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015787-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bezggn
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Takydromus formosanus",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 486 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015790-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29655497
title: <b><i>In vivo</i></b><b> functional Screening on Innate Immunity of Lactic Acid Bacteria in </b><b><i>Galleria mellonella</i></b><b> </b><b>preclinical model</b><b>: Comparative Analysis of </b><b><i>Lactiplantibacillus plantarum </i></b><b>and </b><b><i>Lentilactobacillus kefiri</i></b>

description: Among probiotics, Lactic Acid Bacteria modulate host immunity via strain-specific molecular patterns. The invertebrate model <i>Galleria mellonella</i> offers conserved innate immune pathways and is increasingly applied for preclinical screening of probiotic functions.We evaluated the immunomodulatory activity of <i>Lactiplantibacillus plantarum</i> ATCC 14917 and <i>Lentilactobacillus kefiri</i> DSM 10551 in <i>G. mellonella</i>. <i>Larvae</i> were injected with 10⁶ CFU/larva of each strain, and survival and health indices were monitored for 72 h. The temporal transcriptional response of ten innate immunity-related genes, including Toll and IMD signalling, Toll receptor, cytokine-like ligand, and antimicrobial effectors, was assessed via qRT-PCR over 3–24 hours, complemented by correlation and hierarchical clustering to identify co-expression modules and strain-specific transcriptional patterns.Both strains were non-toxic and induced strain-dependent gene expression patterns. <i>L. plantarum</i> induced a stronger and more sustained activation of immune signalling pathways and effector responses, whereas <i>L. kefiri</i> was characterised by an earlier and prolonged activation of stress-related and tissue-protective mechanisms. Correlation and clustering analyses revealed distinct co-expression modules that reflect modulation of the Toll and IMD pathways.These findings suggest that <i>G. mellonella</i> could serve as a cost-effective in vivo model for functional screening of <i>Lactobacillus</i> spp. with immunomodulatory potential and possible translational relevance to human innate immunity.
DOI: 10.6084/m9.figshare.29655497.v2
title: <b><i>In vivo</i></b><b> functional Screening on Innate Immunity of Lactic Acid Bacteria in </b><b><i>Galleria mellonella</i></b><b> </b><b>preclinical model</b><b>: Comparative Analysis of </b><b><i>Lactiplantibacillus plantarum </i></b><b>and </b><b><i>Lentilactobacillus kefiri</i></b>

description: Among probiotics, Lactic Acid Bacteria modulate host immunity via strain-specific molecular patterns. The invertebrate model <i>Galleria mellonella</i> offers conserved innate immune pathways and is increasingly applied for preclinical screening of probiotic functions.We evaluated the immunomodulatory activity of <i>Lactiplantibacillus plantarum</i> ATCC 14917 and <i>Lentilactobacillus kefiri</i> DSM 10551 in <i>G. mellonella</i>. <i>Larvae</i> were injected with 10⁶ CFU/larva of each strain, and survival and health indices were monitored for 72 h. The temporal transcriptional response of ten innate immunity-related genes, including Toll and IMD signalling, Toll receptor, cytokine-like ligand, and antimicrobial effectors, was assessed via qRT-PCR over 3–24 hours, complemented by correlation and hierarchical clustering to identify co-expression modules and strain-specific transcriptional patterns.Both strains were non-toxic and induced strain-dependent gene expression patterns. <i>L. plantarum</i> induced a stronger and more sustained activation of immune signalling pathways and effector responses, whereas <i>L. kefiri</i> was characterised by an earlier and prolonged activation of stress-related and tissue-protective mechanisms. Correlation and clustering analyses revealed distinct co-expression modules that reflect modulation of the Toll and IMD pathways.These findings suggest that <i>G. mellonella</i> could serve as a cost-effective in vivo model for functional screening of <i>Lactobacillus</i> spp. with immunomodulatory potential and possible translational relevance to human innate immunity.
DOI: 10.17026/ar/s8uxjx
title: PAN-00173316 - undecorated bronze spearhead/lancehead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173316&lt;/p&gt;
description: Modified: 2025-09-25T15:33:45+02:00
DOI: 10.6084/m9.figshare.29655497.v1
title: <b><i>In vivo</i></b><b> functional Screening on Innate Immunity of Lactic Acid Bacteria in </b><b><i>Galleria mellonella</i></b><b> </b><b>preclinical model</b><b>: Comparative Analysis of </b><b><i>Lactiplantibacillus plantarum </i></b><b>and </b><b><i>Lentilactobacillus kefiri</i></b>

description: Among probiotics, Lactic Acid Bacteria modulate host immunity via strain-specific molecular patterns. The invertebrate model <i>Galleria mellonella</i> offers conserved innate immune pathways and is increasingly applied for preclinical screening of probiotic functions.We evaluated the immunomodulatory activity of <i>Lactiplantibacillus plantarum</i> ATCC 14917 and <i>Lentilactobacillus kefiri</i> DSM 10551 in <i>G. mellonella</i>. <i>Larvae</i> were injected with 10⁶ CFU/larva of each strain, and survival and health indices were monitored for 72 h. The temporal transcriptional response of ten innate immunity-related genes, including Toll and IMD signalling, Toll receptor, cytokine-like ligand, and antimicrobial effectors, was assessed via qRT-PCR over 3–24 hours, complemented by correlation and hierarchical clustering to identify co-expression modules and strain-specific transcriptional patterns.Both strains were non-toxic and induced strain-dependent gene expression patterns. <i>L. plantarum</i> induced a stronger and more sustained activation of immune signalling pathways and effector responses, whereas <i>L. kefiri</i> was characterised by an earlier and prolonged activation of stress-related and tissue-protective mechanisms. Correlation and clustering analyses revealed distinct co-expression modules that reflect modulation of the Toll and IMD pathways.These findings suggest that <i>G. mellonella</i> could serve as a cost-effective in vivo model for functional screening of <i>Lactobacillus</i> spp. with immunomodulatory potential and possible translational relevance to human innate immunity.
DOI: 10.57780/eca-94b4e53
title: EarthCARE MSI COP Level 2A

description: EarthCARE MSI COP Level 2A baseline BA
DOI: 10.13140/rg.2.2.11770.35525
title: Gustavo Niankowski Saliba & Murillo de Oliveira Dias ARTICLE TITLE HEALTHCARE COST NEGOTIATION: A CASE STUDY OF SURGICAL SITE INFECTION
DOI: 10.17026/dans-z6d-w8e8
title: PAN-00141516 - terra sigillata cup type Drag. 27

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00141516&lt;/p&gt;
description: Modified: 2025-09-25T15:38:07+02:00
DOI: 10.15468/dl.yum3dx
title: Occurrence Download

description: A dataset containing 12328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Thunnus albacares, Xiphias gladius, Katsuwonus pelamis, Kajikia audax, Makaira nigricans, Istiompax indica, Thunnus obesus, Thunnus alalunga)",
 "Year 2012-2024"
 ]
}

 The dataset includes 12328 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015791-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmf9nz
title: Occurrence Download

description: A dataset containing 2424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Macrochelys temminckii"
 ]
}

 The dataset includes 2424 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015792-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/microm:haustyp:suf:v2
title: Sozioökonomische Daten auf Rasterebene (SUF 2). Haustyp
title: Socio-Economic Data on grid level (SUF 2). House type

description: Der Haustyp gibt die Größe des einzelnen Hauses an und basiert auf der Summe der Haushalte und der Anzahl der Firmen pro Haus. Bei besonders vielen gewerblichen Adressen im Haus wird der Haustyp als extrem gewerblich genutztes Haus eingestuft. Ein- bis Zweifamilienhäuser werden zusätzlich danach unterschieden, ob die Bebauung in der Straße bzw. dem Straßenabschnitt homogen ist oder nicht. Es wird zwischen folgenden sieben Haustypen unterschieden: 1-2 Familienhäuser in homogen bebautem Straßenabschnitt; 1-2 Familienhäuser in nicht homogen bebautem Straßenabschnitt; 3-5 Familienhäuser; 6-9 Familienhäuser; Wohnblocks mit 10-19 Haushalten; Hochhäuser mit 20 und mehr Haushalten; überwiegend gewerblich genutzte Häuser. Anhand des Bebauungstyps können in Analysen bereits Rückschlüsse auf geografische Informationen gezogen werden, wie die Lage im Raum bzw. Stadtgebiet: Während in Städten vornehmlich Mehrfamilienhäuser stehen, ist das Bebauungsbild in ländlichen Regionen von Ein- und Zweifamilienhäusern geprägt (microm 2014, S. 1).
description: RWI-GEO-GRID
description: RWI-GEO-GRID
description: Microm verwendet schätzungsweise über eine Milliarde Einzelinformationen, die in den microm Datensatz einfließen. Die Grundlage für die Informationsgewinnung bilden im Wesentlichen Informationen über ca. 40,7 Millionen Haushalte in Deutschland. Die Daten werden jedoch nicht für die einzelnen Haushalte sondern für die rund 19,7 Millionen Häuser in Deutschland ausgewiesen (microm 2014, Seite 1). Aus datenschutzrechtlichen Gründen werden Häuser, die zu einem Wohnumfeld gehören, zu einem „virtuellen“ mikrogeografischen Segment (sog. Mikrozelle) gebündelt, das durchschnittlich acht, mindestens aber fünf Häuser umfasst. So werden aus den benutzten Grunddaten Informationen zu den Haushaltsstrukturen generiert, die dann wiederum in weitere Hochrechnungen einfließen. Wann immer dies möglich ist, werden die errechneten Daten mit anderen Datenquellen wie beispielsweise amtlichen Daten, die auf einer höheren Aggregationsstufe vorliegen, abgeglichen (microm 2014, S. 2). Darüber hinaus nutzt microm die Möglichkeit seine Wohnumfelder zu geocodieren, das heißt, den Wohnfeldern werden Koordinaten zugewiesen. Dadurch wird die Möglichkeit geschaffen, diese Informationen den einzelnen Rastern zuzuordnen und auf dieser Ebene zu aggregieren.
DOI: 10.15468/dl.n5zdc8
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Graptemys barbouri"
 ]
}

 The dataset includes 586 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015795-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kr27xm
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Umbilicus rupestris",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 331 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015794-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22p4nt
title: Occurrence Download

description: A dataset containing 13884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Indonesia",
 "DatasetKey is Naturalis Biodiversity Center (NL) - Cnidaria",
 "TaxonKey is Cnidaria"
 ]
}

 The dataset includes 13884 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015796-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17183612
title: Data Packages for the Paper "Scaffold-Based Evaluation Metrics for Fair Comparison of Molecular Generators"

description: This dataset accompanies the paper “Scaffold-Based Evaluation Metrics for Fair Comparison of Molecular Generators.”

It contains all input data, output sets, and results used in the study:





data/input_recall_sets/ – Input Sets and Recall Sets for Glucocorticoid receptor and Leukocyte elastase




data/nuclear_receptor/ – Original ChEMBL31 data for the Glucocorticoid receptor, used in preprocessing




data/protease/ – Original ChEMBL31 data for the Leukocyte elastase, used in preprocessing




data/information_about_clusters/ – Statistics for five clusters across two different splits




data/results/ – Results for five different generators (some with different settings), structured by target (Glucocorticoid receptor and Leukocyte elastase), scaffold type (CSK, Murcko), and data split (dis/sim)



All analysis scripts are available in the associated GitHub repository: GitHub link.

The dataset is provided as a single data/ folder. To reproduce the results with the provided scripts, place this folder into the root directory of the GitHub repository.