cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25625/pqdaeq
title: senad1_jupyter_notebooks: Project SenAD - Machine learning-based degradation monitoring for asphalt road pavements

description: A jupyter notebook to learn the road degradation state from the data set of the preliminary SenAD1 project. It is assumed that the data is located in a ‘data’ directory in the project directory. The jupyter notebool was created in the SenAD project (Sensorintegration in Asphalt für ein datenbasiertes Degradationsmonitoring/ Sensor integration in asphalt for data-based degradation monitoring) and can be used to interpret the data in https://doi.org/10.25625/R1CN7N.
DOI: 10.15468/dl.mx9x4f
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus)"
 ]
}

 The dataset includes 3972 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054015-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wx3nbk
title: Occurrence Download

description: A dataset containing 33367 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Proyecto fortalecimiento y desarrollo de instrumentos para el manejo, prevención y control del Castor (Castor canadensis), una especie exótica invasora en la Patagonia Chilena."
 ]
}

 The dataset includes 33367 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054014-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17943460
title: New Dimethyl Substrates and Comprehensive Kinetic Studies of the 2-Oxoglutarate/Fe(II)-dependent Dioxygenase AlkB

description: Electronic Supplementary Information
DOI: 10.5281/zenodo.17943461
title: New Dimethyl Substrates and Comprehensive Kinetic Studies of the 2-Oxoglutarate/Fe(II)-dependent Dioxygenase AlkB

description: Electronic Supplementary Information
DOI: 10.5281/zenodo.17943989
title: Effectiveness of a structured educational intervention on knowledge in CPR and use of AED in students of an educational center in Paraguay
DOI: 10.5281/zenodo.17943990
title: Effectiveness of a structured educational intervention on knowledge in CPR and use of AED in students of an educational center in Paraguay
DOI: 10.5281/zenodo.17832659
title: Code and data for : Autophagy-apoptosis crosstalk-based prognostic signature improves risk stratification and therapeutic guidance in colorectal cancer

description: This compressed file contains the original data and R code that need to be uploaded when submitting to a journal.
DOI: 10.5281/zenodo.17943719
title: Code and data for : Autophagy-apoptosis crosstalk-based prognostic signature improves risk stratification and therapeutic guidance in colorectal cancer

description: This compressed file contains the original data and R code that need to be uploaded when submitting to a journal.
DOI: 10.15468/dl.jpmqdu
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus)"
 ]
}

 The dataset includes 3972 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054017-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60905/lmdwti
title: Las armas del Estado no se pueden usar para exterminar el pueblo

description: &lt;p&gt; Santiago Rodas @laisladerodas Acci��n en Centro de Popay��n. Barrio Pomona. Este parche hoy lo encendieron artistas locales y organizaci��n juvenil. @colectivoamapola @masaartivismo #LaNuevaBandaDeLaTerraza #SinMiedo #ColombiaResiste&lt;/p&gt;
description: Inicio y ascenso de la Paro Nacional #28A. 28 de abril al 28 de julio de 2021
DOI: 10.5281/zenodo.17944064
title: Impact of CSAPT knowlwdge source on renebue
DOI: 10.5281/zenodo.17944065
title: Impact of CSAPT knowlwdge source on renebue
DOI: 10.3886/e241208
title: VideoConferencing Platforms - Usability Survey

description: The rapid development and refinement of videoconferencing platforms and proliferation of use of these platforms for work, school, remote healthcare delivery and social interaction has made it ever more important toensure the accessibility and usability of these platforms by people with disabilities.The purpose of the study is to better understand the experiences of people with disabilities who use video conferencing platforms (VCPs). We want to identify accessibility pain points and best practices that people with disabilities have while using them on their mobile devices. This work helps people with disabilities have equal access to technologies like computers, cellphones, tablets, and desktop and mobile applications.This is a survey research study was conducted in 2023 after the primary impacts to public health, society and economy had mostly passed and as technology solutions to address remote/distance requirements had completed the initial, intensive phases of development and diffusion.
description: Years were weighted as one whole year.
description: Response Rates: A total of 419 respondents completed the survey.
description: Presence of Common Scales: Several likert scales were used with the various response options: <br>- "very satisfied", "satisfied", "neutral", "dissatisfied", and "very dissatisfied"<br>- "very easy", "easy", "neutral", "inaccessible", "very inaccessible"<br>- "very accessible", "accessible", "neutral", "inaccessible", "very inaccessible"<br>- "very accurate", "accurate", "neutral", "inaccurate", "very inaccurate"
description: Convenience sampling with response limits for 3 disability groups: vision, hearing and neurodivergent
description: Adults with disabilities residing in the United States. Smallest Geographic Unit: United States of America
description: web-based survey; Research design: <br>- Self-administered online survey<br>Sampling: <br>- Convenience sampling with response limits for 3 disability groups: vision, hearing and neurodivergent<br>Inclusion Criteria: <br>- Be d/Deaf, hard of hearing, blind, have low vision, have a cognitive impairment, or be neurodiverse.<br>- Have used the mobile versions of popular video conferencing apps like Micrsosoft Teams, Zoom, Apple FaceTime, or Google Meet.<br>- Prefer using English primarily for reading, writing, speaking<br>- Be 18 years old or older<br>- Be a member of the Accessibility User Research Collective (AURC)
DOI: 10.3886/e241208v1
title: VideoConferencing Platforms - Usability Survey

description: The rapid development and refinement of videoconferencing platforms and proliferation of use of these platforms for work, school, remote healthcare delivery and social interaction has made it ever more important toensure the accessibility and usability of these platforms by people with disabilities.The purpose of the study is to better understand the experiences of people with disabilities who use video conferencing platforms (VCPs). We want to identify accessibility pain points and best practices that people with disabilities have while using them on their mobile devices. This work helps people with disabilities have equal access to technologies like computers, cellphones, tablets, and desktop and mobile applications.This is a survey research study was conducted in 2023 after the primary impacts to public health, society and economy had mostly passed and as technology solutions to address remote/distance requirements had completed the initial, intensive phases of development and diffusion.
description: Years were weighted as one whole year.
description: Response Rates: A total of 419 respondents completed the survey.
description: Presence of Common Scales: Several likert scales were used with the various response options: <br>- "very satisfied", "satisfied", "neutral", "dissatisfied", and "very dissatisfied"<br>- "very easy", "easy", "neutral", "inaccessible", "very inaccessible"<br>- "very accessible", "accessible", "neutral", "inaccessible", "very inaccessible"<br>- "very accurate", "accurate", "neutral", "inaccurate", "very inaccurate"
description: Convenience sampling with response limits for 3 disability groups: vision, hearing and neurodivergent
description: Adults with disabilities residing in the United States. Smallest Geographic Unit: United States of America
description: web-based survey; Research design: <br>- Self-administered online survey<br>Sampling: <br>- Convenience sampling with response limits for 3 disability groups: vision, hearing and neurodivergent<br>Inclusion Criteria: <br>- Be d/Deaf, hard of hearing, blind, have low vision, have a cognitive impairment, or be neurodiverse.<br>- Have used the mobile versions of popular video conferencing apps like Micrsosoft Teams, Zoom, Apple FaceTime, or Google Meet.<br>- Prefer using English primarily for reading, writing, speaking<br>- Be 18 years old or older<br>- Be a member of the Accessibility User Research Collective (AURC)
DOI: 10.15468/dl.872grc
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus)"
 ]
}

 The dataset includes 3972 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054018-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vw52n2
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus)"
 ]
}

 The dataset includes 3972 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054019-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/vrfc4
title: Cannabis abstinence and emotions
DOI: 10.15468/dl.35ateh
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Loriculus pusillus"
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054020-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/gh25p
title: Social perspective-taking influences on metacognition (Data)

description: Data generated and analysed for Battich, L., Pacherie, E., and Grèzes, J., "Social perspective-taking influences on metacognition"
DOI: 10.15468/dl.ys4mrb
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus)"
 ]
}

 The dataset includes 3972 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054021-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edtjdx
title: Occurrence Download

description: A dataset containing 625218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-10-20",
 "EventDate is less than or equal to 2025-11-19",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 625218 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054016-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/x6chnu
title: Dataset for Visual Factors in Cybersickness: A Literature Survey and Meta-Analysis

description: This dataset was utilized in a systematic review and meta-analysis investigating the influence of low-level visual factors on cybersickness during virtual reality exposure. The study examines visual parameters such as field of view, motion type, velocity, spatial and temporal resolution, contrast, luminance, and visual reference frames.
description: R Version, 4.4.1
description: Added the publication data for the accepted paper.
DOI: 10.5281/zenodo.17943895
title: Directional_Gram_Mixing_via_Multi_Scale_Fej_er_Smoothing__A_Publication_Ready_Closure_of_the_Near_Diagonal_Bottleneck_in_a_Nyman__Beurling_Phase_Mode

description: **CONFIDENTIALITY AND INTELLECTUAL PROPERTY NOTICE:**This deposit contains a partial documentation of the numerical and mathematical methodology for the Riemann Solver. All intellectual property, commercial, and software rights pertaining to this solver are **STRICTLY RESERVED** by the author(s).

The licensed work is subject to the **CC BY-NC-ND 4.0** terms, which **PROHIBITS** all forms of **Commercial Use** and **Adaptations/Derivatives**.

**Any unauthorized copying, distribution, modification, or commercial exploitation is strictly forbidden and subject to legal action.**
DOI: 10.5281/zenodo.17943896
title: Directional_Gram_Mixing_via_Multi_Scale_Fej_er_Smoothing__A_Publication_Ready_Closure_of_the_Near_Diagonal_Bottleneck_in_a_Nyman__Beurling_Phase_Mode

description: **CONFIDENTIALITY AND INTELLECTUAL PROPERTY NOTICE:**This deposit contains a partial documentation of the numerical and mathematical methodology for the Riemann Solver. All intellectual property, commercial, and software rights pertaining to this solver are **STRICTLY RESERVED** by the author(s).

The licensed work is subject to the **CC BY-NC-ND 4.0** terms, which **PROHIBITS** all forms of **Commercial Use** and **Adaptations/Derivatives**.

**Any unauthorized copying, distribution, modification, or commercial exploitation is strictly forbidden and subject to legal action.**
DOI: 10.15468/dl.k7x45z
title: Occurrence Download

description: A dataset containing 515870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "FamilyKey is Bromeliaceae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 515870 records from 1129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054011-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3e8fa
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus)"
 ]
}

 The dataset includes 3972 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054022-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16740194
title: A needs analysis for institutional analytics-dataset

description: This Zenodo record contains the supplementary materials associated with the research paper “A Needs Analysis for Institutional Analytics”.

The study investigates institutional stakeholders’ decision-making needs that can be supported by Institutional Analytics (IA) in higher education. Through semi-structured interviews with 10 stakeholders—including heads of studies, program administrators, and study counselors—the research identifies areas where IA can inform strategic planning and improve adoption across institutions.

Two complementary analytical approaches were applied:





Thematic Analysis — captured in the file Codebook_thematic_analysis.xlsx, which presents the manually coded themes and subthemes derived from interview transcripts.




Latent Dirichlet Allocation (LDA) Topic Modeling — implemented in the notebook LDA_topic_modeling.ipynb, which provides a transparent, reproducible pipeline for extracting latent topics from stakeholder narratives.



Together, these files document both the qualitative and quantitative components of the study’s mixed-methods analysis.
DOI: 10.5281/zenodo.16740195
title: A needs analysis for institutional analytics-dataset

description: This Zenodo record contains the supplementary materials associated with the research paper “A Needs Analysis for Institutional Analytics”.

The study investigates institutional stakeholders’ decision-making needs that can be supported by Institutional Analytics (IA) in higher education. Through semi-structured interviews with 10 stakeholders—including heads of studies, program administrators, and study counselors—the research identifies areas where IA can inform strategic planning and improve adoption across institutions.

Two complementary analytical approaches were applied:





Thematic Analysis — captured in the file Codebook_thematic_analysis.xlsx, which presents the manually coded themes and subthemes derived from interview transcripts.




Latent Dirichlet Allocation (LDA) Topic Modeling — implemented in the notebook LDA_topic_modeling.ipynb, which provides a transparent, reproducible pipeline for extracting latent topics from stakeholder narratives.



Together, these files document both the qualitative and quantitative components of the study’s mixed-methods analysis.
DOI: 10.15468/dl.d634r7
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sousa chinensis"
 ]
}

 The dataset includes 426 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054023-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18738/t8/ihvl5n
title: TXST_University_Libraries_Circulation_Data_2015-2024

description: The Texas State University Library plays a critical role in supporting academic success and resource accessibility for the Bobcat community. We have a rich dataset that includes: Annual Circulation Borrowing Rates (FY2015–FY2024), Circulation Borrowing by Patron Group (FY2015–FY2024), and Circulation of Library Materials by Location (FY2017–FY2024). This data provides an opportunity to uncover patterns in resource usage, identify challenges, and propose evidence-based solutions. This dataset is published for the use of the 2026 TXST Open Datathon event. https://www.library.txst.edu/research-and-publishing/research-data-management/txstopendatathon.html
description: the circulation by location table is unavailable for 2015 and 2016 due to no implementation yet.
DOI: 10.17605/osf.io/3xp4s
title: Social perspective-taking influences on metacognition (Data)

description: Data generated and analysed for Battich, L., Pacherie, E., and Grèzes, J., "Social perspective-taking influences on metacognition"
DOI: 10.15468/dl.etuunb
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Anaxyrus microscaphus)"
 ]
}

 The dataset includes 3972 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054025-251120083545085/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/14168506
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17943503
title: Experimental Data Accompanying Publication of "A Circuit-QED Lattice System with Flexible Connectivity and Gapped Flat Bands for Photon-Mediated Spin Models"
DOI: 10.5281/zenodo.17943502
title: Experimental Data Accompanying Publication of "A Circuit-QED Lattice System with Flexible Connectivity and Gapped Flat Bands for Photon-Mediated Spin Models"
DOI: 10.5281/zenodo.17944189
title: Results of the three configurations

description: The dataset contains an extract of questions from HealthSearchQA dataset translated in Romanian, each sheet representing the outputs in three configurations structured to isolate the contribution of two primary factors, the RAG mechanism and the change in the LLM model:

(A) with clinic-specific retrieval enabled and Gemini 2.5 Flash;

(B) as a standalone model with Gemini 2.5 without external context;

(C) with clinic-specific retrieval enabled and Gemini 2.0 Flash.
DOI: 10.5281/zenodo.17944190
title: Results of the three configurations

description: The dataset contains an extract of questions from HealthSearchQA dataset translated in Romanian, each sheet representing the outputs in three configurations structured to isolate the contribution of two primary factors, the RAG mechanism and the change in the LLM model:

(A) with clinic-specific retrieval enabled and Gemini 2.5 Flash;

(B) as a standalone model with Gemini 2.5 without external context;

(C) with clinic-specific retrieval enabled and Gemini 2.0 Flash.
DOI: 10.25574/cdc.518
title: Chandra X-ray Observatory Chandra Data Collection for request #518

description: Chandra Data Collection for request #518
DOI: 10.15468/dl.bcnhv2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia luteiflora Bruyns"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099540-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggyrhf
title: Occurrence Download

description: A dataset listing the 247 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON (((-114.8 18.35, -114.75 18.35, -114.75 18.3, -114.8 18.3, -114.8 18.35)), ((-110.9 18.75, -110.9 18.7, -110.95 18.7, -111 18.7, -111 18.75, -111.05 18.75, -111.05 18.8, -111.05 18.85, -111 18.85, -110.95 18.85, -110.95 18.8, -110.9 18.8, -110.9 18.75)), ((-110.85 19.3, -110.8 19.3, -110.8 19.25, -110.85 19.25, -110.85 19.3)))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1999",
 "BasisOfRecord is one of (Human Observation)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 247 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026446-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.