cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/rdpxun
title: The Impact of the Data Liberation Initiative (DLI) in Canadian Universities and Colleges

description: The impact of the DLI on the development of the professional roles of data specialist, data librarian in Canadian academic institutions is profound. This relationship is nearly 30 years strong, and the network of professionals that are either providing data reference, data services or Research Data Management services at Canadian academic institutions have often benefited from training within the DLI program, or membership in the Canadian data community. 

The presenters have supported the DLI at their institutions since 2003, 2001 and 1998, and have also held leadership roles within the DLI Professional Development Committee. In 2018 an IASSIST presentation examined the impact of the DLI program on this community by referencing topics of training, regional and national training programs as well as journal articles and other publications.

The presenters will share their ongoing updated work revisiting the 2018 IASSIST presentation. We will share our preliminary findings and anticipated output from a broad literature review, survey and interviews on the DLI program, training, the need for professional development of data specialists / librarians, as well as how those in these roles have expanded their scope to support other data needs including RDM.
description: DLI National Training / Formation nationale l’IDD
DOI: 10.5683/sp3/0jskkm
title: Pandora’s Box of Public Opinion Polls - Come and Be Amazed!

description: Are you a data enthusiast? Do you like the opinions of the public? Did you know of all the Public Opinion Polls (POPs) that are open to the world and are available in Odesi? These POPs from various government departments, Gallup Canada, International Social Survey Programme (and more!) have been rescued and preserved by Carleton University. You can either download the microdata or simply view your analyses in a table, without having to know a stats analysis software. You will learn which polls are available and how to access and use them; and then you will be able to scrutinise them for yourself and/or recommend them to your friends, family, colleagues, and researchers!
description: REQUIRED
DOI: 10.5683/sp3/7jb6gq
title: IPUMS - An Introduction

description: IPUMS is an organization that collects and harmonizes census and survey data from around the world (including Canada) allowing for the study of census and populations studies across time. Public microdata can be easily explored by variable In this video, we will provide an overview of the IPUMS collections, focusing on IPUMS International which has current and historical census data from over 100 countries.
description: DLI National Training / Formation nationale l’IDD
DOI: 10.5683/sp3/ollf4p
title: DLI Update

description: DLI unit update for spring 2025. Includes staffing changes, priorities, and program updates.
description: DLI National Virtual Training / Formation nationale virtuelle de l'IDD
DOI: 10.5683/sp3/vpnn8l
title: Overview of the Labour Force Survey (LFS) supplements program

description: This presentation includes an introduction to Statistics Canada's Labour Force Survey (LFS), including the overarching frameworks for the LFS supplements, organization and technical details of the LFS supplements, themes covered in the LFS supplements, and recent analysis using the LFS supplements.
description: DLI National Virtual Training / Formation nationale virtuelle de l'IDD
DOI: 10.5683/sp3/qmcmic
title: LGBTQ2S+ Candidates in Canadian Federal Elections

description: A description of the data can be found in the following article:

Baisley, Elizabeth, and Quinn M. Albaugh. Forthcoming. "A New Dataset Identifying LGBTQ2S+ Candidates in Canadian Federal Elections." Canadian Journal of Political Science.
description: Datasets based on this dataset that include first names and last names alongside the OutLGBTQ2S, OutNB, and Out2S variables should not be shared.

Respect for Ethical Appendix: The researchers recognize that some researchers will link this data with other datasets such that candidates can be individually identified as LGBTQ2S+. Given the current context of backlash against LGBTQ2S+ people and their rights, researchers should approach this with caution. More specifically, when possible, researchers should avoid making LGBTQ2s+ candidates individually identifiable (e.g. through aggregate analyses rather than individual names). However, when identifying and discussing specific candidates is necessary for the research, researchers should do public searches of the candidate to assess the extent to which they are likely to make someone’s identity more salient, consider the potential implications of doing so, and decide whether it is ethical to individually identify the candidate as LGBTQ2s+.
DOI: 10.5683/sp3/gcry1u
title: Search strategies for transnational families and pregnancy, childbirth and postpartum care / Stratégies de recherche sur les familles transnationales, la grossesse, l'accouchement et les soins postnataux

description: Ce jeu de données contient les stratégies de recherche pour CINAHL Complete (EBSCOhost), MEDLINE All (Ovid), Embase (Ovid), Global Health (Ovid), Social Sciences Abstracts (EBSCOhost), APA PsycInfo (Ovid).Quand on les exécute dans leur base de données respective, ces stratégies repêchent les articles sur, inclusivement, les concepts des familles transnationales, la grossesse, l’accouchement et les soins postnataux. Le nombre de résultat et les stratégies de recherche pour chaque base de données sont indiqués dans le fichier rtf. La date indiquée dans cette description est la date à laquelle la recherche a été effectuée. (29 juillet 2024; 2024-07-29).
DOI: 10.5683/sp3/x6gdty
title: Promoting Data Services for Busy People that Don’t Need More Work

description: What are some creative methods that you can use to promote your data services? And once you become a victim of your own success, can you solve that problem through… more promotion? This session offers of a sneak preview of some of the topics that will be covered in ICPSR Summer Program Workshop, Providing Data Services and Support: From Surviving to Succeeding.
description: DLI National Training / Formation nationale l’IDD
DOI: 10.5683/sp3/sfzdbu
title: Search strategies for virtual reality and palliative care / Stratégies de recherche sur la réalité virtuelle et les soins palliatifs

description: Ce jeu de données contient les stratégies de recherche pour MEDLINE All (Ovid), CINAHL Complete (EBSCOhost), APA PsycInfo (Ovid), Embase (Ovid) et Web of Science Core Collection (SCI-EXPANDED, SSCI, AHCI, CPCI-S, CPCI-SSH, ESCI). Quand on les exécute dans leur base de données respective, ces stratégies repêchent les articles sur les concepts de réalité virtuelle et de soins palliatifs. Le nombre de résultats et les stratégies de recherche pour chaque base de données sont indiqués dans le fichier rtf. La date indiquée dans cette description est la date à laquelle la recherche a été effectuée.
DOI: 10.5683/sp3/oyurvj
title: Replication Data for: Self-pruning in tree crowns is influenced by functional strategies and neighborhood interactions

description: This dataset contains two data files that together contain the data needed to reproduce the analyses in "Self-pruning in tree crowns is influenced by functional strategies and neighborhood interactions" by Kothari et al., accepted in Functional Ecology. The first file is self_pruning_processed.csv, which contains data on the self-pruning behavior of individual measured trees (rows) in the IDENT-Montréal experiment, as well as additional data on neighborhood characteristics used in explaining the self-pruning behavior. The second file is plot_vars.csv, which contains information on experimental plots (rows) used to reproduce plot-level analyses. In addition, there are two metadata files that explain the interpretation and units of each of the columns in the data files.
DOI: 10.5683/sp3/ykdzhg
title: Recensement de la population, 2016 [Canada]: Tableaux de données, Âge et sexe [B2020 & CSV]
title: Census of Population, 2016 [Canada]: Data Tables, Age and Sex [B2020]

description: &lt;b&gt;98-400-X2016001&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population du Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations de recensement, recensements de 2016 et 2011 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016002&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population du Canada, régions métropolitaines de recensement, agglomérations de recensement et subdivisions de recensement, recensements de 2016 et 2011 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016003&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population du Canada, provinces et territoires, divisions de recensement, subdivisions de recensement et aires de diffusion, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016004&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population du Canada, provinces et territoires, divisions de recensement et subdivisions de recensement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016005&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population des régions métropolitaines de recensement, agglomérations de recensement subdivisées en secteurs de recensement et secteurs de recensement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016006&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population du Canada, provinces et territoires et circonscriptions électorales fédérales (Ordonnance de représentation de 2013), Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016007&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population du Canada, provinces et territoires et régions économiques, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016008&lt;/b&gt;
&lt;br&gt;
Âge (en années) et âge moyen (127) et sexe (3) pour la population du Canada et régions de tri d'acheminement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
description: Recensement de la population
DOI: 10.5683/sp3/cid3wa
title: Replication Data for: Terrestrial carbon inputs drive methylmercury accumulation in zooplankton of boreal and subarctic lakes

description: These datasets and code accompany a paper published in Limnology and Oceanography titled "Terrestrial carbon inputs drive methylmercury accumulation in zooplankton of boreal and subarctic lakes". This study examined the relationship between zooplankton methylmercury content and terrestrial organic carbon in 16 lakes in boreal and subarctic Scandinavia. Sampling for this work was done in fall 2016. These datasets include physico-chemical and dietary variables for each lake, as well as the annotated code used to analyze the data.
DOI: 10.5683/sp3/9xg6l1
title: Molecular data accompanying the paper "Phylogenetic position and mitochondrial genome evolution of ‘orphan’ eukaryotic lineages"

description: We have characterized a new species of protist belonging to the telonemids group, Microkorses curacao sp. nov. We inferred its phylogenetic position in the tree of telonemids based on SSU rRNA gene sequences. This analysis can be replicated with the alignments provided here. We also obtained its mitochondrial genome sequence, provided here in the .gb format. Finally, we placed the species in the phylogenetic tree of all eukaryotes using a multi-gene alignment, also provided here.
description: The paper is currently under review. A preprint version is available at https://www.biorxiv.org/content/10.1101/2025.04.16.649146v1
DOI: 10.5683/sp3/cocdpi
title: Données de réplication pour : Reconnaissance des compétences et valorisation des parcours d’apprentissage à l’ère du numérique

description: Jeu de données associé à une revue systématique sur les dispositifs numériques de reconnaissance des acquis et des compétences. Il comprend les données extraites (CSV), les analyses de fiabilité interjuges (CSV), les requêtes Elicit (PDF), la grille d’extraction (PDF), la feuille de travail terminologique (XLSX) et la bibliothèque Zotero des publications retenues (RIS). Le dépôt vise à favoriser la transparence et la réutilisation des résultats.
DOI: 10.5683/sp3/5kw1gj
title: Figure data for "Detuning-symmetric laser cooling of many mechanical modes with a photothermally modified cavity"

description: Plot data for all figures in the manuscript entitled "Detuning-symmetric laser cooling of many mechanical modes with a photothermally modified cavity"
DOI: 10.5683/sp3/bw4poz
title: Replication data for Linking detrital minerals to their source: The use of U-Pb-Hf data to untangle Laurentian and Gondwanan (Ganderian) sources

description: Replication data for the article "Linking detrital minerals to their source: The use of U-Pb-Hf data to untangle Laurentian and Gondwanan (Ganderian) sources", contains two files, one table (S1) and one text document (D1).

Table S1 is a Supplementary Data Table that includes several excel tabs as follow:

a) Sample locations;
b) Detrital zircon laser ablation split stream U-Pb and Hf isotopic data with concordia plots for unknowns;
c–d) Laser ablation split stream U-Pb (c) and Hf (d) data for secondary reference materials;
e) Hf–Yb correlation plots for split-stream data;
f) LA-ICP-MS U-Pb data for magmatic samples with concordia plots;
g) Hf isotopic data for magmatic samples;
h–i) Secondary reference materials for U-Pb (h) and Hf (i) from magmatic sample sessions;
j) Maximum depositional age calculations (weighted mean and minimum age radial plots) for detrital samples when applicable;
k) Magmatic crystallization ages (weighted mean) for Miramichi samples.

Document D1 presents the detailed analytical method used to acquire all the data presented in the article.
DOI: 10.5683/sp3/sifeks
title: PROCESSUS DE RECENSION SYSTÉMATIQUE SUR L’INTELLIGENCE ARTIFICIELLE ET L’ÉVALUATION EN ENSEIGNEMENT SUPÉRIEUR 2024 et avant

description: Description du processus de recension systématique réalisé à propos de de l’intelligence et l’évaluation en enseignement supérieur jusqu’en 2024.
DOI: 10.5683/sp3/rlu3n9
title: Replication Data for: NIR–NUV Observations of Ice Deposition on Planetary Regolith Simulants

description: This dataset contains spectral measurements and environmental monitoring data.
description: OceanView, 2.0.17
DOI: 10.15468/dl.ruqh6y
title: Occurrence Download

description: A dataset containing 3999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.07485350783594",
 "DecimalLongitude is less than 7.07791306102034",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3999 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046916-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/0pvdk7
title: Recensement de la population, 2016 [Canada]: Tableaux de données, Type de logement [B2020]
title: Census of Population, 2016 [Canada]: Data Tables, Type of Dwelling [B2020]

description: &lt;b&gt; 98-400-X2016012&lt;/b&gt;
&lt;br&gt;
Logements occupés par des résidents habituels et population dans les logements (6) du Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations de recensement, Recensement de 2016 - Données intégrales (100 %) 
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016013&lt;/b&gt;
&lt;br&gt;
Population, logements et ménages (8) du Canada, provinces et territoires, recensements de 1981 à 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016014&lt;/b&gt;
&lt;br&gt;
Type de construction résidentielle (10), âge (20) et sexe (3) pour la population dans les logements privés occupés du Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations de recensement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016015&lt;/b&gt;
&lt;br&gt;
Type de construction résidentielle (10), âge (20) et sexe (3) pour la population dans les logements privés occupés du Canada, provinces et territoires, divisions de recensement et subdivisions de recensement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016016&lt;/b&gt;
&lt;br&gt;
Type de construction résidentielle (10) et taille du ménage (8) pour les logements privés occupés du Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations de recensement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016017&lt;/b&gt;
&lt;br&gt;
Type de construction résidentielle (10) et taille du ménage (8) pour les logements privés occupés du Canada, provinces et territoires, divisions de recensement et subdivisions de recensement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016018&lt;/b&gt;
&lt;br&gt;
Type de logement collectif (16), âge (20) et sexe (3) pour la population dans les logements collectifs du Canada, provinces et territoires, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016019&lt;/b&gt;
&lt;br&gt;
Type de logement collectif (16) et logements collectifs occupés par des résidents habituels et population dans les logements collectifs (2) du Canada, provinces et territoires, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;98-400-X2016021&lt;/b&gt;
&lt;br&gt;
Type de logement (5), âge (20) et sexe (3) pour la population dans les logements occupés du Canada, provinces et territoires, régions métropolitaines de recensement et agglomérations de recensement, Recensement de 2016 - Données intégrales (100 %)
&lt;br&gt;
description: Recensement de la population
DOI: 10.13140/rg.2.2.23795.59682
title: instancesTAP
DOI: 10.5683/sp3/5tkpd4
title: Design, Manufacturing and Integration of a Fully Automated Smart Solution for Coffee Packaging Industry (K-cups)

description: Beaver Rock Roastery partnered with Georgian College to improve the safety, efficiency, and environmental sustainability of their K-Cup production. In the first phase, two existing filling machines were refurbished, doubling output, reducing waste from 10% to 1%, and enabling the use of biodegradable materials. This work, funded by NSERC Build IE, led to ESA-certified equipment upgrades. Building on that success, Beaver Rock and Georgian secured additional funding from the Ontario Centre of Innovation to design and commercialize new equipment for internal use and broader market application. To date, the project has engaged over a dozen students and faculty from mechanical and electrical programs, providing hands-on applied research experience.
DOI: 10.5683/sp3/1i77dm
title: Replication data for: On-farm data for wheat yield response to plant growth regulator

description: This is geographic information system (GIS) data for an OMAFRA-funded project examining relationships between landscape variability and wheat yield response to Plant Growth Regulator. It can be opened and analyzed using freely available software such as Quantum GIS. Treatment was a Plant Growth Regulator on winter wheat (Moddus PGR) applied early spring according to product label. 
-Control was unsprayed
-Single strip (unreplicated)
-Location shifted to preserve privacy; the farms appear to be part of Johnston Green at the University of Guelph main campus.
description: R, 4.5
DOI: 10.5683/sp3/xuydjs
title: ASKmeGOC Goals of Care Web Application Development

description: Georgian College collaborated with Royal Victoria Regional Health Centre (RVH) to develop the ASKmeGOC web application, a first-of-its-kind tool in Canada that supports structured, patient-centred conversations about goals of care. The project aimed to translate evidence-based clinical guidance into a user-friendly digital platform accessible on phones, tablets, and computers. The tool helps healthcare professionals provide prognosis information, elicit patient values, and document informed decisions about treatment options including life-sustaining interventions. Georgian’s technical team supported the development of the application’s interface and underlying decision logic, ensuring the tool aligns with RVH’s research findings and clinical protocols. This work supports broader provincial adoption of the ASKmeGOC model, enabling consistent, compassionate care planning conversations across Ontario.
DOI: 10.5683/sp3/vhktde
title: Temperature Experiment 2025: Mercury, Respiration Flux, and Sulfate Data

description: This dataset includes one Microsoft Excel spreadsheet file (.csv) containing soil chemistry, discharge, and respiration flux data from a temperature manipulation experiment on wetland soils. Data includes total mercury concentrations, methylmercury concentrations, potential mercury methylation rate constants, potential methylmercury demethylation rate constants, percentage of methylmercury, carbon dioxide and methane respiration flux from soil, and sulfate concentrations from discharge of flow through system.
DOI: 10.5683/sp3/6h9rbi
title: Replication Data for "Teaching Interpersonal Problem-Solving Skills to Young Children in ECEC Settings: An Integration of Evidence"

description: This data is replication material for the paper "Teaching Interpersonal Problem-Solving Skills to Young Children in ECEC Settings: An Integration of Evidence"

Authors:
McMullen, Evelyn; Perlman, Michal; Burns, Samantha; Falenchuk, Olesya; White, Linda; & Dhuey, Elizabeth
DOI: 10.5683/sp3/siawx4
title: Supplemental Files for Effect of dietary palmitic acid supplementation and milking frequency: 1. Milk production and composition in early lactation dairy cows

description: Supplemental Files for Effect of dietary palmitic acid supplementation and milking frequency: 1. Milk production and composition in early lactation dairy cows.
Table S1. Effect of palmitic acid supplementation and twice or thrice daily milkings on milk fat yield in early-lactation dairy cows
Table S2. Effect of palmitic acid supplementation and twice or thrice daily milkings on milk fat composition in early-lactation dairy cows
DOI: 10.5683/sp3/eiknpr
title: Replication Data for: A Principal Component Analysis of the Post-Secondary Student Stressors Index in a Sample of Ontario Students

description: This data is replication material for the paper: A Principal Component Analysis of the Post-Secondary Student Stressors Index in a Sample of Ontario Students. Authors: Kuburi, Sarah; Wang, BingSen; Hamza, Chloe A.; Linden, Brooke
DOI: 10.5683/sp3/uuqdh8
title: Energy infrastructure clears the way for coyotes in Alberta’s oil sands

description: This repository contains data, R scripts/outputs and other things needed for the manuscript Energy infrastructure clears the way for coyotes in Alberta’s oil sands.
DOI: 10.5683/sp3/vwfbnz
title: Replication Data for: Bedform growth beneath periodic internal solitary waves propagating through a tidal flow

description: This repository contains the experimental data presented in Posada-Bedoya et al. (2025). The study investigates bedform growth beneath periodic internal solitary waves in a laboratory setting. We measured near-bed velocity profiles within 2-3 cm of the sediment bed, as well as horizontal velocity 2 cm above the bed along a 1-meter transect. The experiments were video recorded, and we extracted the temporal evolution of both the pycnocline and the water surface within the observation window.