cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/vmazid
title: Supplementary Materials for: Flexible feeding: Dairy cow personality affects changes in feeding behavior and milk production under feed competition conditions

description: This study investigated the effects of dairy cow personality traits, feeding competition, and lactation stage on feeding behavior and production.This dataset contains summary statistics and data analyses with non-significant results.
DOI: 10.5683/sp3/8dliff
title: Statistics Canada's Data Table Exercises

description: Statistics Canada's data table exercises can be used to practice retrieving data in Statistics Canada's online data table interface, and to introduce some basic data literacy concepts.
description: Please check the footer of StatCan data table exercises for additional terms. In some cases, there is an icon at the top of the first page which is not covered under CC BY-NC 4.0.
DOI: 10.5683/sp3/krpcbl
title: Replication code and data for: "Towards a culture of replication in the Digital Humanities: an understanding of transparency and openness practices in published DH papers"

description: This replication package includes data and code for "Towards a culture of replication in the Digital Humanities: an understanding of transparency and openness practices in published DH papers", a Digital Humanities (DH) MA thesis conducted at McGill University.
Included are two datasets generated by surveying transparency in DH and literary criticism journals and in papers published by these journals during the year 2021. Also included are data and code generated for the replication of Peter Meinderstma's study "Changes in Lyrical and Hit Diversity of Popular U.S. Songs 1956-2016". The code allows for the reconstruction of the lyrics database and its analysis.
DOI: 10.5683/sp3/2lqz5n
title: 2021 Canadian Census of Population Profile Exercises

description: The 2021 Canadian Census of Population Profile exercise can be used to practice retrieving data in Statistics Canada's online census profile interface, and to introduce some basic census data literacy concepts.
description: Please check the footer of the 2021 Canadian Census of Population profile exercise for additional terms. There are icons at the top of the first page which are not covered under CC BY-NC 4.0.
DOI: 10.5683/sp3/r8reja
title: Working with Statistics Canada Data Tables in Excel / Travailler avec des tableaux de données de Statistique Canada dans Excel
title: Download Statistics Canada Data Tables / Télécharger des tableaux de Statistique Canada

description: &lt;p&gt;Learn to decide which CSV version of a Statistics Canada data table to download depending on your goals and needs, and learn how to best work with the file in Excel once downloaded.&lt;/p&gt;

&lt;p&gt;Apprenez à décider de la meilleure version CSV d’un tableau de données de Statistique Canada à télécharger en fonction de vos objectifs et de vos besoins, et apprenez comment travailler avec le fichier dans Excel une fois téléchargé.&lt;/p&gt;
description: Some content in this Learning Series is covered under Statistics Canada's Open Licence. Please read the zipped file's Download_DataTables_Excel.docx document to learn more.

Certains contenus de cette série d’apprentissage sont couverts par la licence ouverte de Statistique Canada. S’il vous plaît lire Telecharger_Tableaux_StatCan_Excel du fichier zippé pour en savoir plus.
DOI: 10.5683/sp3/qp6nfb
title: Supplemental figures and survey for: Factors influencing Ontario dairy producers’ management and care of down dairy cattle

description: The supplementary material consists of two causal diagrams and the survey provided to producers. Supplementary Figure S1. Causal diagram for the relationships between management characteristics associated with acceptable lift methods. Supplementary Figure S2: Causal diagram for the relationships between management characteristics associated with assisting a down cow to standing within 1 hour.
DOI: 10.5683/sp3/pi62qt
title: Media Briefings by Jason Kenney the Premier of Alberta

description: This dataset contains the transcripts of the media briefings given by Jason Kenney the Premier of Alberta during the COVID-19 pandemic. The dataset also includes word frequency (raw frequency, relative frequency, TF-IDF) and sentiment analysis of the transcripts. The dataset spans the period of March 2020 to march 2022. Check the readme document for more information on the dataset.
DOI: 10.6084/m9.figshare.30663530
title: <b>Data Analysis for Research</b>

description: Data Analysis for Research
DOI: 10.5683/sp3/5imcw6
title: Media Briefings by Deena Hinshaw the Chief Medical Officer of Health of Alberta

description: This dataset contains the transcripts of the media briefings given by Dr. Deena Hinshaw the Chief medical Officer of Health of Alberta during the COVID-19 pandemic. The dataset also includes word frequency (raw frequency, relative frequency, TF-IDF) and sentiment analysis of the transcripts. The dataset spans the period of March 2020 to march 2022. Check the readme document for more information on the dataset. (2023-10-30)
DOI: 10.6084/m9.figshare.30663530.v2
title: <b>Data Analysis for Research</b>

description: Data Analysis for Research
DOI: 10.6084/m9.figshare.30663530.v1
title: <b>Data Analysis for Research</b>

description: Data Analysis for Research
DOI: 10.5683/sp3/3trfvj
title: Pesticide measurements made by Environment and Climate Change Canada in Ontario - raw data

description: The attached data is the raw data on the pesticides measured in aquatic ecosystems across Ontario from 2002 to 2016 reported by Environment and Climate Change Canada (ECCC). These data were extracted from Environment and Climate Change Canada &lt;a href="https://open.canada.ca/data/en/dataset/67b44816-9764-4609-ace1-68dc1764e9ea"&gt;National Long-term Water Quality Monitoring Data&lt;/a&gt; dataset.
description: "Pesticide measurements made by Environment and Climate Change Canada in Ontario - raw data" compiled by Ryan Prosser is licensed under a Creative Commons Attribution-NonCommercial 4.0 International license. The original raw data National Long-term Water Quality Monitoring Data collected by Environment and Climate Change Canada remains licensed under an Open Government License - Canada.
DOI: 10.5683/sp3/xy5wi5
title: Pesticide measurements made by Environment and Climate Change Canada in Ontario - cleaned raw data

description: We have cleaned and formatted the raw data provided by Environment and Climate Change Canada (ECCC) on the pesticides measured in aquatic ecosystems in Ontario from 2002 to 2016. The original raw data were extracted from Environment and Climate Change Canada "&lt;a href="https://open.canada.ca/data/en/dataset/67b44816-9764-4609-ace1-68dc1764e9ea"&gt;National Long-term Water Quality Monitoring Data&lt;/a&gt; dataset.
description: "Pesticide measurements made by Environment and Climate Change Canada in Ontario - cleaned raw data" adapted by Ryan Prosser is licensed under a Creative Commons Attribution-NonCommercial 4.0 International license. The original raw data National Long-term Water Quality Monitoring Data collected by Environment and Climate Change Canada remains licensed under an Open Government License - Canada.
DOI: 10.5683/sp3/xatiik
title: Replication Data for “Chickens living in better environments lay happier eggs”: consumers attitudes towards cage-free eggs

description: This folder contains transcripts from 46 interviews. Each file represents one interview transcript, written in the original interview language Chinese. The interviewer is indicated with her initial (“J”), and the participants with an arbitrary code (e.g. “A”). The only exception is in the transcripts with participant J, where the interviewer is indicated with her name (“Julia”) and the participant with the code “J”. All participants were interviewed more than once; interviews are numbered sequentially. The text reflects a verbatim transcription, with edits to remove any identifying information to maintain participant anonymity.
DOI: 10.5281/zenodo.17657269
title: Connection between memory performance and optical absorption in quantum reservoir computing

description: Dataset to reproduce figures from "Connection between memory performance and optical absorption in quantum reservoir computing".
DOI: 10.5281/zenodo.17657270
title: Connection between memory performance and optical absorption in quantum reservoir computing

description: Dataset to reproduce figures from "Connection between memory performance and optical absorption in quantum reservoir computing".
DOI: 10.5683/sp3/tmb5dk
title: Canine and feline dental antimicrobial use

description: Antimicrobial use dataset for dogs and cats undergoing dental procedures at Banfield veterinary hospitals.
DOI: 10.5683/sp3/cfmsb2
title: Dolly Varden Single Nucleotide Polymorphisms and Demographic Analyses Replication Data

description: These are the variant call file (individual snp data) and tpl, est, and MSFS files used to run fastsimcoal2 simulations.
description: These are vcf and tpl, est, and MSFS files
DOI: 10.5683/sp3/hlssnc
title: Replication Data for: Climate change impacts on the thermal stratification dynamics of a eutrophying peri-urban lake ecosystem supporting species at risk: Cultus Lake, British Columbia, Canada

description: Data required to validate and run General Lake Model (GLM) for Cultus Lake, British Columbia, Canada. A copy of the executable code for GLM as used is also included.
DOI: 10.5683/sp3/aqb65r
title: Data Repository for "A Hybrid Normal Mode-Collocation Method for Finding the Response of Laterally Homogeneous Compressible Maxwell Viscoelastic Earth Models"

description: Compressed folder containing data used to produce all of the figures presented in the paper "A Hybrid Normal Mode-Collocation Method for Finding the Response of Laterally Homogeneous Compressible Maxwell Viscoelastic Earth Models".
Files also include a sample program of the presented Hybrid method.
Folders are separated into distinct sections based on the type of figure presented in the paper.
description: Two Files are presented. One is .7z that contains the data and another is a readme.txt file to explain the .7z structure and contents.
DOI: 10.5683/sp3/oxeufr
title: Replication Data and Code for: Child Penalties in Canada

description: The data and programs replicate tables and figures from "Child Penalties in Canada", by Connolly, Fontaine and Haeck. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/oj5ij6
title: Raw data and Matlab code for: Convergence in carnivorous pitcher plants reveals a mechanism for composite trait evolution

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Composite traits involve multiple components that, only when combined, gain a new synergistic function. Thus, how they evolve remains a puzzle. We combined field experiments, microscopy, chemical analyses and laser Doppler vibrometry with comparative phylogenetic analyses to show that two carnivorous &lt;em&gt;Nepenthes&lt;/em&gt; pitcher plant species convergently evolved identical adaptations in three distinct traits to acquire a new, composite trapping mechanism. Comparative analyses suggest that this new trait arose convergently via ‘spontaneous coincidence’ of the required trait combination, rather than directional selection in the component traits. Our results indicate a plausible mechanism for composite trait evolution and highlight the importance of stochastic phenotypic variation as a facilitator of evolutionary novelty.&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;Data were collected from 55 &lt;em&gt;Nepenthes &lt;/em&gt;pitcher plant species from Botanical collections in the UK, Germany and Switzerland, as well as from two species (&lt;em&gt;N. gracilis&lt;/em&gt; and &lt;em&gt;N. pervillei&lt;/em&gt;) from natural populations in Borneo and the Seychelles. Fotos and high-speed videos were used to assess two macromorphological traits: (1) lid orientation (deviation from horizontal in °), and (2) lid loading/impact response (qualitatively from Fotos, and quantitatively from high-speed video recordings). Laser Doppler vibrometry was used for detailed analysis of lid oscillations after a drop impact on the lid. Scanning electron microscopy was used to assess surface microtopography (images are shown in the article supplementary material, Figures S1 and S2, and are not included in this dataset). Gas-chromatography mass-spectrometry was used to investigate the chemical composition of surface waxes. For detailed descriptions of the experimental methods and sampling techniques see online supplementary material, Materials and Methods.&lt;/p&gt;
description: &lt;b&gt;Usage notes&lt;/b&gt;&lt;br /&gt;&lt;p&gt;No specialist software is required. Data files are in .csv format. Images are in .tif format. Video files are in .avi format.&lt;/p&gt;
description: <b>Dryad version number:</b> 7
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> http://datadryad.org/stash/dataset/doi:10.5061/dryad.v41ns1s2t
<b>Storage size:</b> 1331152380
<b>Visibility:</b> public
DOI: 10.5683/sp3/icpz5g
title: Replication Data for: Organic matter, eutrophication and increased mass accumulation rates in the Anthropocene are the main drivers of mercury (Hg) concentrations and historical enrichment in Canadian lake sediments.

description: Subset of data from the NSERC Canadian Lake Pulse Network used in this study. Includes sedimentary Hg concentrations, selected water quality variables, lake and watershed properties and land use in the watershed.
DOI: 10.5683/sp3/fd81lr
title: Common bean (Phaseolus vulgaris) antiyield (AYD_AM) genotype description table, raw phenotypic data, and single nucleotide polymorphism genotype data

description: Cultivars with increased yield are important for common bean producers to enable them to remain profitable in the face of rising input, equipment, labor and land costs. However, yield is a complex trait that is typically controlled by many loci in crop genomes. The objective of this research was to identify regions in the bean genome associated with yield and a number of yield-related traits using a collection of 121 diverse bean genotypes developed or used by University of Guelph Bean Breeding Program. This dataset contains a comprehensive description of the germplasm used in the study, raw field data, and genotype SNP data.
DOI: 10.5683/sp3/nydhka
title: 2021 GeoSearch Exercise and Slides / Exercice et diapositives pour GéoRecherche 2021

description: &lt;p&gt;Practice using GeoSearch to find geographic names and codes for different levels of census geography for a given area on a map, as well as look at how boundaries fit inside one another.&lt;/p&gt;

&lt;p&gt;Entraînez-vous à utiliser GéoRecherche pour trouver des noms et des codes géographiques pour différents niveaux de géographie du recensement pour une région donnée sur une carte, ainsi que pour voir comment les limites s'emboîtent les unes dans les autres.&lt;/p&gt;
description: Please check the footer of 2021 GeoSearch exercise for additional terms. There is an icon at the top of the first page which is not covered under CC BY-NC 4.0. Stock photos from Office 365 were used for the slides and should not be used if adapting slide content in a non-Office product.

Veuillez consulter le pied de page de l'exercice GéoRecherche 2021 pour obtenir des termes supplémentaires. Il y a un icône en haut de la première page qui n'est pas couvert par CC BY-NC 4.0. Des photos d'Office 365 ont été utilisées pour les diapositives et ne doivent pas être utilisées si l'on adapte le contenu d'une diapositive dans un logiciel autre que la suite Office.
DOI: 10.5683/sp3/mgqybr
title: Data set of "Smart" Brace Validation Study

description: This data set was collected to validate a 'smart' knee brace with an IMU embedded on the thigh and shank area against a reference motion capture system (Vicon). There were 10 participants total and each participant came into the lab for 2 sessions, each on separate days. For each session, participants completed three trials of 2-minute treadmill walking at their preferred walking speed, three trials of 15 squats to parallel, three trials of 10 sit-to-stand on a chair that was about knee level, three trials of 15 total alternating lunges, and three trials of 2-minute treadmill jogging at their preferred speed, all in that order. 10 squats and 10 lunges were done for some participants' first sessions, but then did 15 squats and lunges in the second session (a .txt file will be included for each participants' session to specify). This dataset only contains the IMU data.
description: For the IMU data, the thigh IMU is 0 and shank IMU is 2.
DOI: 10.5683/sp3/spfl2y
title: Canadian Survey on Business Conditions

description: This presentation will cover the impact of COVID-19 on Canadian businesses.
description: DLI National Virtual Training 2021 / 2021 Formation nationale virtuelle de l'IDD
DOI: 10.5683/sp3/padhu5
title: Replication dataset for: "The V-type H+-ATPase is targeted in antidiuretic hormone control of the Malpighian “renal” tubules"

description: Raw dataset for "The V-type H+-ATPase is targeted in antidiuretic hormone control of the Malpighian “renal” tubules"
DOI: 10.5683/sp3/72jvy7
title: Source Data for: Warm temperature suppresses plant systemic acquired resistance by intercepting N-hydroxypipecolic acid biosynthesis

description: This dataset contains the Source Data for panels used to construct Figures 1 to 5 and Supplementary Figures S1 to S8 in "Warm temperature suppresses plant systemic acquired resistance by intercepting N ‐hydroxypipecolic acid biosynthesis" (&lt;i&gt;The Plant Journal&lt;/i&gt;, 2025, &lt;a href="https://doi.org/10.1111/tpj.70374"&gt;https://doi.org/10.1111/tpj.70374&lt;/a&gt;).&lt;p&gt;&lt;p&gt; Included are 13 Excel files corresponding to each Figure and Supplementary Figure in the paper, with each sheet corresponding to an individual panel. The generation of these data are described in full detail in the Materials and Methods section of the paper, which includes in planta bacterial growth levels, SAR disease assays, gene expression analyses and metabolite measurements (pipecolic acid, N-hydroxypipecolic acid and salicylic acid).
DOI: 10.5683/sp3/jnkzvt
title: British Columbia Ungauged Basins Dataset

description: Terrain, soil, land cover, and climate attributes describing over 1.2M basins in British Columbia, Canada.
description: Coordinate System: BC Albers (EPSG:3005)
DOI: 10.6084/m9.figshare.30662282
title: Code in R: Safeguarding seagrass blue carbon sinks

description: Seagrass beds, crucial blue carbon ecosystems in the Yellow Sea and Bohai Sea, are facing severe degradation. The linkage between their carbon sink function and distribution dynamics urgently needs clarification. This study developed a quantitative assessment framework for seagrass beds by integrating ensemble species distribution models with the InVEST model. Combining with carbon density data, the spatio-temporal characteristics of suitable seagrass habitats and carbon storage were analyzed.
DOI: 10.6084/m9.figshare.30662282.v1
title: Code in R: Safeguarding seagrass blue carbon sinks

description: Seagrass beds, crucial blue carbon ecosystems in the Yellow Sea and Bohai Sea, are facing severe degradation. The linkage between their carbon sink function and distribution dynamics urgently needs clarification. This study developed a quantitative assessment framework for seagrass beds by integrating ensemble species distribution models with the InVEST model. Combining with carbon density data, the spatio-temporal characteristics of suitable seagrass habitats and carbon storage were analyzed.
DOI: 10.5683/sp3/8zkwu6
title: Replication Data for Utilising the Intrinsic Fluorescence of Pomalidomide for Imaging Applications

description: Image data for Utilising the Intrinsic Fluorescence of Pomalidomide for Imaging Applications
DOI: 10.5683/sp3/kenwnh
title: Meta_analysis_dataset

description: The dataset contains the raw data for the meta-analysis and synthesis.
description: Please cite the article "Liao, W., Halim, M. A., Kayes, I., Drake, J. A., & Thomas, S. C. (2023). Biochar Benefits Green Infrastructure: Global Meta-Analysis and Synthesis. Environmental Science & Technology." for uses of the dataset.
DOI: 10.5281/zenodo.17657438
title: COVID-19-Todesfälle in Deutschland

description: Im Datensatz "COVID-19-Todesfälle in Deutschland" des Robert Koch-Instituts werden täglich aktualisierte Informationen zu COVID-19-bedingten Todesfällen in Deutschland bereitgestellt. Die Datenerhebung erfolgt im Rahmen des Infektionsschutzgesetzes (IfSG). Der Datensatz umfasst aggregierte Todesfallzahlen nach Berichtsdatum, Altersgruppen und Bundesländern und wird ergänzt durch den Fall-Verstorbenen-Anteil. Der Datensatz ermöglicht fundierte Analysen zur Bewertung der Krankheitsschwere und Verbreitung von COVID-19 in Deutschland.
DOI: 10.5683/sp3/nz6oon
title: 2023 Data Liberation Initiative Training Preference Survey / Sondage sur les préférences de formation de l’IDD, 2023

description: During 2020, 2021, and 2022 the DLI Professional Development Committee (PDC) hosted a national, virtual, training event in the last week of November. In order to make a decision about the training format, the PDC surveyed the DLI community on their training preferences asking questions about the format of training (in-person, online), frquency of training, and challenges and barriers to attending training.
description: Professional Development Committee Survey / Enquête sur le comité de développement professionnel
DOI: 10.5683/sp3/z4y0lk
title: UQAM-Heatwave ERA5 Archive and Temperatures (U-HEAT) Catalog
title: UQAM - Catalogue (U-HEAT) des vagues de chaleur et température des archives ERA5

description: &lt;p&gt; The UQAM Heatwave ERA5 Archive and Temperatures (U-HEAT) catalog is a global dataset of temperature and heatwave data spanning 1940 to 2022. The temperature data features the maximum daily 2-m temperature, the 90th percentile of the maximum daily 2-m temperature, and an indication as to whether a given location (grid point) is experiencing a heatwave or not on a given day. The heatwave data includes metrics such as the duration, the cumulated intensity and the maximum intensity of heatwaves occuring in the study period as well as their location (grid point) and start date. Both the temperature and the heatwave metrics data were calculated from the ERA5 data produced by the European Centre for Medium-Range Weather Forecasts (ECMWF). More information on the catalog can be found in the documentation and the README files. &lt;/p&gt;

&lt;p&gt; Le catalogue &lt;i&gt; UQAM Heatwave ERA5 Archive and Temperatures &lt;/i&gt; (U-HEAT) est un jeu de données global de température et de vague de chaleur pour la période entre 1940 et 2022. Les données de température comprennent le maximum quotidien de la température à 2m, le 90e percentile du maximum quotidien de la température à 2m et une indication permettant de savoir si un lieu donné (point de grille) subit ou non une vague de chaleur pour un jour donné. Les données de vague de chaleur incluent des métriques comme la durée, l'intensité cumulée et l'intensité maximale de vagues de chaleur qui se sont produites durant la période d'étude en plus de leur emplacement (point de grille) et leur date de début. Les données de température et de vague de chaleur ont été calculées à partir du jeu de données ERA5 produit par le &lt;i&gt; European Centre for Medium-Range Weather Forecasts &lt;/i&gt; (ECMWF). Le fichier de documentation et le fichier README peuvent être consultés pour obtenir plus d'information à propos du catalogue. &lt;/p&gt;