cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17701611
title: Determining Success Factors in Implementing a Knowledge Sharing Through a Sustainable Knowledge Management System in Corporations

description: Knowledge management in companies is now crucial to face competition in the digital era, and the effectiveness of a knowledgemanagement system is believed to foster innovation within an organization's community. This study aims to identify and analyze factors that can enhance community understanding in disseminating knowledge within an organization or company. Factor analysis and regression analysis methods were used to find new factor solutions and build models. Through Exploratory Factor Analysis (EFA), four important factors were identified: KMenablement, KMGamification, SmartDissemination, and DisseminationMix. By leveraging these factors, companies can enhance their knowledge-sharing culture and encourage innovation, leading to a competitive and sustainable business.
DOI: 10.5281/zenodo.17701610
title: Determining Success Factors in Implementing a Knowledge Sharing Through a Sustainable Knowledge Management System in Corporations

description: Knowledge management in companies is now crucial to face competition in the digital era, and the effectiveness of a knowledgemanagement system is believed to foster innovation within an organization's community. This study aims to identify and analyze factors that can enhance community understanding in disseminating knowledge within an organization or company. Factor analysis and regression analysis methods were used to find new factor solutions and build models. Through Exploratory Factor Analysis (EFA), four important factors were identified: KMenablement, KMGamification, SmartDissemination, and DisseminationMix. By leveraging these factors, companies can enhance their knowledge-sharing culture and encourage innovation, leading to a competitive and sustainable business.
DOI: 10.5281/zenodo.17179580
title: Cloud Radar System (CRS) Radar Level 1B Data Products from the GLOVE Field Campaign

description: The Cloud Radar System (CRS) dataset consists of radar reflectivity, vertical Doppler velocity, and linear depolarization ratio. Data were collected by CRS onboard the NASA ER-2 high-altitude research aircraft in support of the Goddard Space Flight Center's Lidar Observation and Validation Experiment (GLOVE) field campaign. The main goals of GLOVE were to validate atmospheric data products from the Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) and the Earth Cloud, Aerosol and Radiation Explorer (EarthCARE) satellite missions. GLOVE was based out of NASA Armstrong Flight Research Center at Edward Air Force Base in California. The dataset files are available in HDF-5 format from February 03 to 20, 2025.
DOI: 10.21950/djjyer
title: Raw data of the publication "Controlling optoelectronic properties and aggregation of planar dipoles through symmetry-preserving modifications"

description: &lt;p&gt;Planar and symmetric molecular architectures with defined donor–acceptor distributions offer exceptional versatility for optoelectronic applications. Perylene monoimides exemplify these features, and here we systematically explore strategies to tune their dipole-like distribution while preserving symmetry. Correlating optical properties in solution and solid state with electron-donating and/or -withdrawing groups at the ortho positions reveals how subtle modifications control the intermolecular interactions and therefore, aggregation and optoelectronics. Single-crystal X-ray diffraction further uncovers distinct stacking modes, highlighting the decisive role of molecular design in tailoring functionality for diverse applications.
&lt;/p&gt;
&lt;p&gt;The dataset contains the raw data in pdf of the High resolution Mass Spectrometry measurements, the original files provided by the UV-Vis absorption, fluorescence and electrochemistry apparatus as well as the FID from the NMR&lt;/p&gt;
description: JASCO
DOI: 10.5281/zenodo.17179579
title: Cloud Radar System (CRS) Radar Level 1B Data Products from the GLOVE Field Campaign

description: The Cloud Radar System (CRS) dataset consists of radar reflectivity, vertical Doppler velocity, and linear depolarization ratio. Data were collected by CRS onboard the NASA ER-2 high-altitude research aircraft in support of the Goddard Space Flight Center's Lidar Observation and Validation Experiment (GLOVE) field campaign. The main goals of GLOVE were to validate atmospheric data products from the Ice, Cloud, and land Elevation Satellite-2 (ICESat-2) and the Earth Cloud, Aerosol and Radiation Explorer (EarthCARE) satellite missions. GLOVE was based out of NASA Armstrong Flight Research Center at Edward Air Force Base in California. The dataset files are available in HDF-5 format from February 03 to 20, 2025.
DOI: 10.5519/qd.i9rjjjgx
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (0 records)
DOI: 10.5519/qd.5ucah14b
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (0 records)
DOI: 10.5519/qd.qq3h9s5v
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (0 records)
DOI: 10.15468/dl.ub5aan
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Registros de ocurrencia de Gomortega keule en bosque nativo de las regiones del Maule, de Ñuble y del Biobío , Chile.",
 "Geometry POLYGON((-72.90837617566828 -36.605883160055164,-72.8740474703437 -36.605883160055164,-72.8740474703437 -36.57155445473057,-72.90837617566828 -36.57155445473057,-72.90837617566828 -36.605883160055164))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006007-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vnbpz
title: Occurrence Download

description: A dataset containing 1171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptococcus fagisuga"
 ]
}

 The dataset includes 1171 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006008-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71622/data_281913
title: Disproportionation of Iron in Planetary Magma Oceans
DOI: 10.5281/zenodo.17665211
title: MiG.4: A Curated Dataset of Library Migrations in Java and Python

description: MiG.4: A Curated Dataset of Library Migrations in Java and Python

Description

MiG.4 is a high-quality, manually curated dataset designed to support the development and rigorous evaluation of automated migration tools, particularly those driven by Large Language Models (LLMs). To address the noise often found in automated mining, this dataset provides a robust "ground truth" of real-world, developer-performed code migrations.

The dataset spans both Java and Python ecosystems, containing 800 instances of isolated code migrations.

Dataset Composition

The dataset focuses on four highly relevant library pairs, covering testing, mocking, HTTP requests, and cloud SDKs:





Java: JUnit and TestNG




Java: Mockito and EasyMock




Python: Urllib and Requests




Python: Boto and Boto3



Structure and Classification

The dataset is organized with one file for each migration case. Each record is richly structured and contains eight specific fields, including:





Code snippets before the change.




Code snippets after the change.




Migration Complexity Classification: Each instance is labeled as either Simple or Complex. This distinction allows researchers to perform fine-grained assessments regarding the semantic and structural transformations required during the migration process.



Potential Applications

MiG.4 serves as a benchmark resource for:





Evaluating LLM performance on code translation and refactoring tasks.




Developing novel automated migration solutions.




Conducting empirical studies on software evolution and third-party component migration.
DOI: 10.5281/zenodo.17665212
title: MiG.4: A Curated Dataset of Library Migrations in Java and Python

description: MiG.4: A Curated Dataset of Library Migrations in Java and Python

Description

MiG.4 is a high-quality, manually curated dataset designed to support the development and rigorous evaluation of automated migration tools, particularly those driven by Large Language Models (LLMs). To address the noise often found in automated mining, this dataset provides a robust "ground truth" of real-world, developer-performed code migrations.

The dataset spans both Java and Python ecosystems, containing 800 instances of isolated code migrations.

Dataset Composition

The dataset focuses on four highly relevant library pairs, covering testing, mocking, HTTP requests, and cloud SDKs:





Java: JUnit and TestNG




Java: Mockito and EasyMock




Python: Urllib and Requests




Python: Boto and Boto3



Structure and Classification

The dataset is organized with one file for each migration case. Each record is richly structured and contains eight specific fields, including:





Code snippets before the change.




Code snippets after the change.




Migration Complexity Classification: Each instance is labeled as either Simple or Complex. This distinction allows researchers to perform fine-grained assessments regarding the semantic and structural transformations required during the migration process.



Potential Applications

MiG.4 serves as a benchmark resource for:





Evaluating LLM performance on code translation and refactoring tasks.




Developing novel automated migration solutions.




Conducting empirical studies on software evolution and third-party component migration.
DOI: 10.15468/dl.3tfnax
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Living Specimen)",
 "TaxonKey is Terrapene coahuila"
 ]
}

 The dataset includes 84 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006010-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17701398
title: Code and data for 'Alpha, beta and gamma diversity in relatively natural, mixed and transformed landscapes'

description: The data and scripts in this database are analyses for a research paper: Deng, S., Beale, C. M., Thomas, C. D., Ecography (2025). Alpha, beta and gamma diversity in relatively natural, mixed and transformed landscapes. Please refer to the README file and the paper for details about the usage of the data and methodology.

Software: R 4.1.0
DOI: 10.5281/zenodo.10356153
title: Code and data for 'Alpha, beta and gamma diversity in relatively natural, mixed and transformed landscapes'

description: The data and scripts in this database are analyses for a research paper: Deng, S., Beale, C. M., Thomas, C. D., Ecography (2025). Alpha, beta and gamma diversity in relatively natural, mixed and transformed landscapes. Please refer to the README file and the paper for details about the usage of the data and methodology.

Software: R 4.1.0
DOI: 10.15468/dl.n2gb9d
title: Occurrence Download

description: A dataset containing 1213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is Poland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bison bonasus"
 ]
}

 The dataset includes 1213 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006012-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt2ts8
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Viruses"
 ]
}

 The dataset includes 278 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006011-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qvpp3
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Amaranthus retroflexus"
 ]
}

 The dataset includes 755 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006013-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eagrc
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "Country is Brazil",
 "Geometry POLYGON((-54.8566 2.57785,-54.93211 1.37046,-53.72398 -0.06407,-52.66686 -1.87593,-51.11895 -1.00787,-50.02408 0.691,-49.269 1.4082,-50.2506 2.65328,-50.81691 4.46191,-51.91178 5.06388,-53.11991 2.99265,-54.8566 2.57785))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 503 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006014-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17701537
title: Knowledge-Guided Multi-Modal Integration Improves Robustness and Accuracy in Multi-Cancer Genomic Classification
DOI: 10.25612/837.vdoyrkzyrnjp
title: METRO GIS Curated Data

description: Curated data from Metropolitan Transit Authority of Harris County (METRO) for bus routes, bus stops, rail lines, rail stations, park and rides, transit centers, and service area.
DOI: 10.15468/dl.z38353
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 2cd829bb-b713-433d-99cf-64bef11e5b3e",
 "TaxonKey is Rhacophorus"
 ]
}

 The dataset includes 553 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006015-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwd9z5
title: Occurrence Download

description: A dataset containing 152107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilus edulis",
 "Year 1980-2025"
 ]
}

 The dataset includes 152107 records from 378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049162-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12883001
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.v4p8af
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philadelphus coronarius",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049243-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15555625
title: Reproducibility and Accuracy of Nanopore-Based Methylome Profiling of Streptococcus dysgalactiae Strains from Cancer Patients

description: This dataset includes the raw data associated with the study: 

1.      Raw paired-end FastQ Files (Illumina) (strain_name<rep_ID>R1.fastq.gz, strain_name<rep_ID>R2.fastq.gz)

2.      Raw FastQ Files (ONT; unmodified basecalls): (strain_name<rep_ID>_ONT.fastq.gz)

3.      Raw uBAM Files (ONT; methyl_modified_basecalls): (strain_name<rep_ID.bam)
DOI: 10.5281/zenodo.15555626
title: Reproducibility and Accuracy of Nanopore-Based Methylome Profiling of Streptococcus dysgalactiae Strains from Cancer Patients

description: This dataset includes the raw data associated with the study: 

1.      Raw paired-end FastQ Files (Illumina) (strain_name<rep_ID>R1.fastq.gz, strain_name<rep_ID>R2.fastq.gz)

2.      Raw FastQ Files (ONT; unmodified basecalls): (strain_name<rep_ID>_ONT.fastq.gz)

3.      Raw uBAM Files (ONT; methyl_modified_basecalls): (strain_name<rep_ID.bam)
DOI: 10.48597/th6j-wxj2
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/2aeu-gma3
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/38g5-vhh6
title: Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/55sy-vaq9
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/6bb3-sxfa
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/6du9-x2zk
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/6r8u-xcmc
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/a5vm-3bxy
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/b5uh-qpct
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/bsq6-vqfw
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/e77s-n4vx
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/fufe-hqfd
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/g8gu-mqn6
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/jtyn-vmem
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/kdj4-434k
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/ku67-f9tg
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/nr2a-wk9a
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/t7sc-z426
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/x5cf-a9g7
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/xazs-64fn
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.48597/bj43-jx3a
title: Measurement of Particle_number_concentration at Barrow

description: Measurement of Particle_number_concentration at Barrow
DOI: 10.34740/kaggle/dsv/13832912
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.f33bwd
title: Occurrence Download

description: A dataset containing 163401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus"
 ]
}

 The dataset includes 163401 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003704-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erfkpy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psilocybe fimicola"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003707-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17684358
title: ESG Archetypes in Global Fashion Firms: A Data-Driven Cluster Analysis

description: Processed ESG dataset (52 companies × 2023 indicators) and all analysis scripts used in the study. Raw ESG indicators were manually extracted from publicly available sustainability reports and are not redistributed.
DOI: 10.5281/zenodo.17684428
title: ESG Archetypes in Global Fashion Firms: A Data-Driven Cluster Analysis

description: Processed ESG dataset (52 companies × 2023 indicators) and all analysis scripts used in the study. Raw ESG indicators were manually extracted from publicly available sustainability reports and are not redistributed.
DOI: 10.5281/zenodo.17684424
title: Module2 data

description: This dataset contains the input and output tables used in Module 2 of the manuscript "Mechanistically Informed Machine Learning Links Non-Canonical TCA Cycle Activity to Warburg Metabolism and Hallmarks of Malignancy"  by Lin et al.
DOI: 10.5281/zenodo.17684425
title: Module2 data

description: This dataset contains the input and output tables used in Module 2 of the manuscript "Mechanistically Informed Machine Learning Links Non-Canonical TCA Cycle Activity to Warburg Metabolism and Hallmarks of Malignancy"  by Lin et al.
DOI: 10.15468/dl.gygrfm
title: Occurrence Download

description: A dataset containing 1279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-10.49695 38.27766,3.63003 38.27766,3.63003 44.73161,-10.49695 44.73161,-10.49695 38.27766))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Erebia zapateri, Erebia lefebvrei)"
 ]
}

 The dataset includes 1279 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003708-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13832932
title: Berita UII
DOI: 10.34740/kaggle/dsv/13832967
title: List Benchmarks Kaggle