cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vc35rs
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.14_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amphibia",
 "Year 2000-2025"
 ]
}

 The dataset includes 215 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012110-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnd8mx
title: Occurrence Download

description: A dataset containing 4900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metzneria lappella (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4900 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012109-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnrpcq
title: Occurrence Download

description: A dataset containing 3550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bufotes viridis (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 3550 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012114-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppph49
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.14_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia",
 "Year 2000-2025"
 ]
}

 The dataset includes 388 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012113-250310093411724/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.26861077
title: Multiomics dataset for "A multiomics dataset of paired CT image and plasma cell-free DNA end motif profiles for patients with pulmonary nodules"

description: multiomics dataset for "A multiomics dataset of paired CT image and plasma cell-free DNA end motif profiles for patients with pulmonary nodules"
DOI: 10.15468/dl.e62dct
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hyla chinensis Günther, 1858"
 ]
}

 The dataset includes 489 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012115-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy9rmm
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012116-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh3fbj
title: Occurrence Download

description: A dataset containing 4166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alytes obstetricans (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 4166 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012117-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esrqkk
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((77.44943 35.89340,130.55057 35.89340,130.55057 57.10660,77.44943 57.10660,77.44943 35.89340))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophiogomphus spinicornis Selys, 1878",
 "Year 1880-2025"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012118-250310093411724/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.28603259
title: PJHD - Tourists DATA.xlsx

description: A data from a tourism study in Pingjiang Historic District
DOI: 10.5281/zenodo.15037670
title: HyperFusion_data

description: HyperFusion_data
DOI: 10.5281/zenodo.15037671
title: HyperFusion_data

description: HyperFusion_data
DOI: 10.15468/dl.bdfqbj
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mangifera indica L."
 ]
}

 The dataset includes 243 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012119-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15037785
title: Reconstruction of human motion of Limoge Porcelain ethnographers
DOI: 10.5281/zenodo.15037786
title: Reconstruction of human motion of Limoge Porcelain ethnographers
DOI: 10.15468/dl.zdtyde
title: Occurrence Download

description: A dataset containing 7803048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (FloraCAT: Banco de datos de los cormófitos de Cataluña, INPN - Données flore des CBN agrégées par la FCBN, Sistema de Información de la vegetación Ibérica y Macaronésica, Pl@ntNet automatically identified occurrences, CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World)",
 "Geometry POLYGON((-3.38632 40.32623,3.33418 40.32623,3.33418 43.95285,-3.38632 43.95285,-3.38632 40.32623))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7803048 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012092-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14272/qplrfbmrqrlprr-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) (1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole)
title: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3

description: dataset for mass spectrometry (MS)
DOI: 10.14272/qplrfbmrqrlprr-uhfffaoysa-n/chmo0000596
title: distortionless enhancement with polarization transfer (DEPT) (1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole)
title: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/qplrfbmrqrlprr-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) (1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole)
title: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3

description: dataset for infrared absorption spectroscopy (IR)
DOI: 10.14272/qplrfbmrqrlprr-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) (1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole)
title: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/qplrfbmrqrlprr-uhfffaoysa-n.1
title: 1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole
title: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3, and canonical SMILES descriptor[cheminf_000007]: CC1(C)OB(OC1(C)C)c1cccc2c1[nH]c1c2cccc1B1OC(C(O1)(C)C)(C)C, and by the IUPAC name[cheminf_000107]: 1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-25959

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 230.0 - 235.0 (°C)
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0000470 | mass spectrometry (MS)
 
 CHMO:0000630 | infrared absorption spectroscopy (IR)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/qplrfbmrqrlprr-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole)
title: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/qplrfbmrqrlprr-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (1,8-bis(4,4,5,5-tetramethyl-1,3,2-dioxaborolan-2-yl)-9H-carbazole)
title: InChI=1S/C24H31B2NO4/c1-21(2)22(3,4)29-25(28-21)17-13-9-11-15-16-12-10-14-18(20(16)27-19(15)17)26-30-23(5,6)24(7,8)31-26/h9-14,27H,1-8H3

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.15468/dl.bdawpm
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Hynobius amjiensis Gu, 1992"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012121-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15037811
title: Reconstruction of Limoge Porcelaine paractitioner Part 2
DOI: 10.5281/zenodo.15037812
title: Reconstruction of Limoge Porcelaine paractitioner Part 2
DOI: 10.15468/dl.qdyzch
title: Occurrence Download

description: A dataset containing 1261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis silvestris Schreber, 1777",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1261 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012120-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnpr2q
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Hynobius chinensis Günther, 1889"
 ]
}

 The dataset includes 110 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012123-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qns27
title: Occurrence Download

description: A dataset containing 10263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calamosternus granarius (Linnaeus, 1767)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10263 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012122-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14272/asvxjvurzvhelu-uhfffaoysa-n.1
title: 1,8-bis(3-methylquinoxalin-2-yl)-9H-carbazole
title: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3, and canonical SMILES descriptor[cheminf_000007]: Cc1nc2ccccc2nc1c1cccc2c1[nH]c1c2cccc1c1nc2ccccc2nc1C, and by the IUPAC name[cheminf_000107]: .
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-25968

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 232.5 - 243.5 (°C)
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 CHMO:0000470 | mass spectrometry (MS)
 
 CHMO:0000630 | infrared absorption spectroscopy (IR)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/asvxjvurzvhelu-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) ()
title: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3

description: dataset for mass spectrometry (MS)
DOI: 10.14272/asvxjvurzvhelu-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/asvxjvurzvhelu-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) ()
title: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/asvxjvurzvhelu-uhfffaoysa-n/chmo0000596
title: distortionless enhancement with polarization transfer (DEPT) ()
title: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/asvxjvurzvhelu-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) ()
title: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/asvxjvurzvhelu-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) ()
title: InChI=1S/C30H21N5/c1-17-27(33-25-15-5-3-13-23(25)31-17)21-11-7-9-19-20-10-8-12-22(30(20)35-29(19)21)28-18(2)32-24-14-4-6-16-26(24)34-28/h3-16,35H,1-2H3

description: dataset for infrared absorption spectroscopy (IR)
DOI: 10.15468/dl.593d52
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Hynobius guabangshanensis Shen, 2004"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012124-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15037822
title: Representations of Sound and Music in the Middle Ages: Analysis and Visualization of the Musiconis Database (Records and Performances)

description: This dataset is part of the study “Representations of Sound and Music in the Middle Ages: Analysis and Visualization of the Musiconis Database”, authored by Edmundo Camacho, Xavier Fresquet, and Frédéric Billiet.

 

It contains structured descriptions of musical performances, performers, and instruments extracted from the Musiconis database (December 2024 version). This dataset does not include organological descriptions, which are available in a separate dataset.

 

The Musiconis database provides a structured and interoperable framework for studying medieval music iconography. It enables investigations into:

• The evolution and spread of musical instruments across Europe and the Mediterranean.

• Performer typologies and their representation in medieval art.

• The relationships between musical practices and social or religious contexts.

 

Contents:

 • Musiconis Dataset (JSON format, December 2024 version):

• Musical scenes and their descriptions

• Performer metadata (roles, social status, gender, interactions)

 • Instrument classifications (without detailed organological descriptions)

 • Colab Notebook (Python):

• Data processing and structuring

• Visualization of performer distributions and instrument usage

• Exploratory statistics and mapping

 

Tools Used:

• Python (Pandas, Seaborn, Matplotlib, Plotly)

• Statistical and exploratory data analysis

• Visualization of instrument distributions, performer interactions, and musical context
DOI: 10.5281/zenodo.15037823
title: Representations of Sound and Music in the Middle Ages: Analysis and Visualization of the Musiconis Database (Records and Performances)

description: This dataset is part of the study “Representations of Sound and Music in the Middle Ages: Analysis and Visualization of the Musiconis Database”, authored by Edmundo Camacho, Xavier Fresquet, and Frédéric Billiet.

 

It contains structured descriptions of musical performances, performers, and instruments extracted from the Musiconis database (December 2024 version). This dataset does not include organological descriptions, which are available in a separate dataset.

 

The Musiconis database provides a structured and interoperable framework for studying medieval music iconography. It enables investigations into:

• The evolution and spread of musical instruments across Europe and the Mediterranean.

• Performer typologies and their representation in medieval art.

• The relationships between musical practices and social or religious contexts.

 

Contents:

 • Musiconis Dataset (JSON format, December 2024 version):

• Musical scenes and their descriptions

• Performer metadata (roles, social status, gender, interactions)

 • Instrument classifications (without detailed organological descriptions)

 • Colab Notebook (Python):

• Data processing and structuring

• Visualization of performer distributions and instrument usage

• Exploratory statistics and mapping

 

Tools Used:

• Python (Pandas, Seaborn, Matplotlib, Plotly)

• Statistical and exploratory data analysis

• Visualization of instrument distributions, performer interactions, and musical context
DOI: 10.5281/zenodo.12652100
title: DZD Core Data Set - Metadata and SOP

description: DZD Core Data Set - Metadata and SOPs contains documentation for the DZD Core Data Set. The German Center for Diabetes Research (DZD) conducts large clinical multicenter studies in the field of diabetes and metabolic research. The DZD has established the DZD Core Data Set which contains a list of clinical parameters relevant for diabetes research in related clinical studies. The Core Data Set itself is published at MDM Portal.
description: Metadata and SOPs are a supplement for the DZD Core Data Set. The DZD Core Data Set is published at MDM Portal.
DOI: 10.5281/zenodo.14966467
title: DZD Core Data Set - Metadata and SOP

description: DZD Core Data Set - Metadata and SOPs contains documentation for the DZD Core Data Set. The German Center for Diabetes Research (DZD) conducts large clinical multicenter studies in the field of diabetes and metabolic research. The DZD has established the DZD Core Data Set which contains a list of clinical parameters relevant for diabetes research in related clinical studies. The Core Data Set itself is published at MDM Portal.
description: Metadata and SOPs are a supplement for the DZD Core Data Set. The DZD Core Data Set is published at MDM Portal.