cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/uu5i7z
title: MOPITT V9 TIR Anomaly Event Flags

description: The MOPITT Version 9 Thermal-InfraRed (TIR) total column carbon monoxide (CO) measurement product has been analyzed to identify observations strongly impacted by anomalous CO emission events that perturb the CO total column from its typical behaviour, using the technique described in Jeffery et al. (2023). This technique is applied to the Level 2 MOPITT TIR CO total column observations, which have been gridded to 0.5 degree latitude by 0.5 degree longitude and averaged to produce daily mean columns at this resolution. Those grid cells displaying anomalous CO daily mean observations, termed anomaly events, are provided here.

One txt file is produced for each 10 degree latitude band. Each file contains a list of anomaly events, as identified through the above method. Each of the listed events gives the year, day of year, latitude, and longitude of the anomaly event. In addition, for each flagged event, the anomaly threshold for the associated grid cell, and the daily-mean CO total column and measurement uncertainty are presented. 

Version 1.0 of these flag files covers the period March 2000 to July 2022, and are those used in Jeffery et al. (2023). This time period has been extended in subsequent versions.
DOI: 10.5683/sp3/tekm3t
title: Democracy Checkup, 2022 [Canada]
title: C-Dem
title: Bilan de la démocratie, 2022 [Canada]

description: Democracy Checkup surveys gather information about the opinions of Canadians when election campaigns are not activating their interest and/or partisan attitudes, and capture general public opinion about democratic values, public policies, and current issues.
description: Migration from Nesstar
description: Democracy Checkup
DOI: 10.5683/sp3/mawfmc
title: Interview Transcripts

description: Transcripts from semi-structured interviews, anonymized and saved as PDF files.
DOI: 10.5683/sp3/aw5uf5
title: Community Input Survey: Renovation of the R.P. Bell Library, Hub for Innovation & Learning

description: The Community Input Survey: Renovation of the R.P. Bell Library, Hub for Innovation & Learning survey was conducted to understand the Mount Allison University communities' priorities for a major library renovation project. Students, faculty, staff, and administrators answered questions about proposed functions, services, technologies, resources, and use case vignettes.
DOI: 10.5683/sp3/2ftqxm
title: Yellow Nineties 2.0
title: Y90s

description: Yellow Nineties 2.0 uses digital tools to advance knowledge of eight late-Victorian little magazines and the people who contributed to their production between 1889 and 1905:
&lt;br&gt;&lt;ul&gt;
&lt;li&gt;Pagan Review (1 volume, 1892)&lt;/li&gt;
&lt;li&gt;Yellow Book (13 volumes, 1894–1897)&lt;/li&gt;
&lt;li&gt;The Dial (5 volumes, 1889–1897)&lt;/li&gt;
&lt;li&gt;The Evergreen: A Northern Seasonal (4 volumes, 1895–1897)&lt;/li&gt;
&lt;li&gt;The Green Sheaf (13 issues, 1903–1904)&lt;/li&gt;
&lt;li&gt;The Pageant (2 volumes, 1896–1897)&lt;/li&gt;
&lt;li&gt;The Savoy (2 quarterly and 6 monthly issues, 1896)&lt;/li&gt;
&lt;li&gt;The Venture: An Annual of Art and Literature (2 volumes, 1903 and 1905)&lt;/li&gt;
&lt;/ul&gt;
The data document the communities of production responsible for these little magazines, particularly by recovering the social networks of and biographical information about women and marginalized persons in those communities. The dataset enables users to query, visualize, and analyze the relationships, connections, and social networks of magazine contributors.&lt;br&gt;&lt;br&gt;
The Yellow Nineties project site (&lt;a href="https://1890s.ca"&gt;https://1890s.ca&lt;/a&gt;) includes two biographical tools, one discursive and the other data-driven. Essays on the life and work of a select group of magazine contributors are available in Y90s Biographies. Biographical data for all magazine contributors are available in the Y90s Personography (&lt;a href="https://personography.1890s.ca"&gt;https://personography.1890s.ca&lt;/a&gt;).&lt;br&gt;&lt;br&gt;
The data has been transformed into Linked Open Data via the LINCS conversion toolkit of the the Linked Infrastructure for Networked Cultural Scholarship (LINCS) project. The data is assembled as a single text file in text/turtle (.ttl) and contains descriptive metadata that has been reconciled into triples using established linked data vocabularies.&lt;br&gt;&lt;br&gt;
The Yellow Nineties 2.0 has been supported by funding from SSHRC.
DOI: 10.5683/sp3/40sxnh
title: The University of Saskatchewan Art Collection

description: This dataset describes the artistic objects contained in the collections of the Kenderdine Art Gallery at the University of Saskatchewan. The collection has more than 6,000 works, spanning many art movements, styles, subjects, and media. Initially guided by the vision of its first president, Walter Murray, the collection contains works by Group of Seven painters Arthur Lismer and Lawren Harris; works by Saskatchewan based artists Frederick Loveroff, James Henderson, and Ernest Lindner; important early Canadian works; modernist North American and European works; Inuit and Indigenous art objects; and prairie folk art. 

The data has been transformed into Linked Open Data via the LINCS conversion toolkit of the the Linked Infrastructure for Networked Cultural Scholarship (LINCS) project. The data is assembled as a single text file in text/turtle (.ttl) and contains descriptive metadata that has been reconciled into triples using established linked data vocabularies.
DOI: 10.5683/sp3/pwoniy
title: Data for Genetic manipulation of neuronal lactate dehydrogenase A expression results in sex- and age-dependent effects on mouse cognition

description: Raw data and analyses for all figures.
DOI: 10.5281/zenodo.17657316
title: Pet Skin Disease Detection Dataset for YOLO

description: This dataset contains images related to six common pet skin diseases: bacterial-dermatosis, demodicosis, flea-allergy, fungal-infection, inflammatory-dermatitis, and scabies.All images have been cleaned, reorganized, and annotated in YOLO bounding-box format to support object detection research.

The images in this dataset were collected from publicly available Kaggle datasets and open web sources.The original images are not owned by the author and remain the property of their respective creators.

My contributions include:





Curating and consolidating the dataset




Cleaning and filtering images




Creating YOLO-format annotations




Standardizing class labels




Structuring the dataset for training object detection models



No copyright is claimed over the original images.Only the annotations, labeling work, and dataset structure are the author's contributions.

This dataset is intended for research and educational use only.
DOI: 10.5683/sp3/bnazuy
title: Canadian Newspaper Coverage on Harm Reduction Featuring Bereaved Mothers: A Mixed Methods Analysis

description: A growing body of evidence suggests that news media which includes a sympathetic portrayal of a mother bereaved by substance use can increase public support for harm reduction initiatives. However, the extent to which such news media coverage occurs in Canada is unknown, and research has not documented how the news media in Canada covers such stories. We undertook a mixed-method secondary analyses of 5681 Canadian newspaper articles on harm reduction (2000-2016). Quantitative analyses described the volume and content of harm reduction reporting featuring a mother whose child’s death was related to substance use while qualitative thematic analysis provided in-depth descriptions of the discourses underlying such news reporting. Newspaper articles featuring a mother whose child’s death was related to substance use were rarely published (n = 63; 1.1% of total harm reduction media coverage during the study period). Deductive content analysis of these 63 texts revealed that coverage of naloxone distribution (42.9%) and supervised drug consumption services (28.6%) were prioritized over other harm reduction services. Although harm reduction (services or policies) were advocated by the mother in most (77.8%) of these 63 texts, inductive thematic analysis of a subset (n = 52) of those articles revealed that mothers’ advocacy was diminished by newspaper reporting that emphasized their experiences of grief, prioritized individual biographies over structural factors contributing to substance use harms, and created rhetorical divisions between different groups of people who use drugs (PWUD). Bereaved mothers’ advocacy in support of harm reduction programs and services may be minimized in the process of reporting their stories for newspaper readers. Finding ways to report bereaved mothers’ stories in ways that are inclusive of all PWUD while highlighting the role of broad, structural determinants of substance use has the potential to shift public opinion and government support in favour of these life-saving services.
DOI: 10.5281/zenodo.17657315
title: Pet Skin Disease Detection Dataset for YOLO

description: This dataset contains images related to six common pet skin diseases: bacterial-dermatosis, demodicosis, flea-allergy, fungal-infection, inflammatory-dermatitis, and scabies.All images have been cleaned, reorganized, and annotated in YOLO bounding-box format to support object detection research.

The images in this dataset were collected from publicly available Kaggle datasets and open web sources.The original images are not owned by the author and remain the property of their respective creators.

My contributions include:





Curating and consolidating the dataset




Cleaning and filtering images




Creating YOLO-format annotations




Standardizing class labels




Structuring the dataset for training object detection models



No copyright is claimed over the original images.Only the annotations, labeling work, and dataset structure are the author's contributions.

This dataset is intended for research and educational use only.
DOI: 10.5683/sp3/uvabh9
title: DEPRESSD - Individual Patient Data Meta-Analysis Estimates the Minimal Detectable Change of the Geriatric Depression Scale-15

description: Objective: To estimate the minimal detectable change (MDC) of the Geriatric Depression Scale-15 (GDS-15).
Study Design and Setting: Data from an individual participant data meta-analysis on depression screening were used to estimate MDC using 1.41 (MDC67) and 2.77 (MDC95) standard errors of measurement (SEM). Subgroup analyses were used to evaluate differences by participant age and sex and meta-regression for study-level variables, including mean age, proportion male, proportion with major depression, and recruitment setting.
DOI: 10.5683/sp3/jrubnv
title: Replication Data for: CPEDB (Comparative Political Economy Database) presents annual data on 12 developed capitalist countries

description: The main SPSS dataset of over 700 variables covers 11 sections on 12 developed capitalist electoral democracies. (see Outline file included here for an overview of both sections and countries included, with the names in order of every variable and label.) The second SPSS file is of 29 variables of Covid-related daily data from OWID website that covers the same 12 countries from the start of Covid-19 in January 2020 to Aug 2, 2023. (2023-08-16)
DOI: 10.5683/sp3/neg5vb
title: V-Dem (Varieties of Democracy) v12 dataset, all variables, trimmed to 12 countries

description: From the massive set of V-Dem v 12 variables, we have inserted 27 in the main CPEDB dataset. Here is the entire set, organized in an excel file to match their country/year rows in the main SPSS file. This precise correspondence makes it easy to insert other variables from the V-Dem dataset into the main file where they can be statistically combined with a wide variety of variables from other sources.
DOI: 10.5683/sp3/ddcgxm
title: 29 Covid 19 related variables from OWID (Our World in Data) for 12 countries from Jan 2020

description: 29 variables from OWID's (Our World in Data's) Covid 19 dataset. Daily data from Jan 26, 2020 to Aug 2, 2023 for the same 12 countries as in the main CPEDB SPSS file: Canada, Denmark, France, Germany, Greece, Italy, Japan, Norway, Spain, Sweden, United Kingdom and United States.
description: I will update this dataset every 3-4 months as long as the OWID website continues to provide daily updates for these 12 countries. Additionally, I will create charts of any variables that you are keen to study that are presently lacking charts and they will then be added to these chart files. Email your request to me at wallys@blackcreekfarm.ca.
DOI: 10.5683/sp3/cxlapj
title: Characterizing the Microplastic Content of Biosolids in Southern Ontario - raw data

description: The raw data from a study on the microplastic content of biosolids collected from Southern Ontario. The title of the associated manuscript is "Characterizing the Microplastic Content of Biosolids in Southern Ontario".
DOI: 10.5683/sp3/ph1nps
title: Does size matter? Exploring trade-offs in reproduction, growth, and life history in the freshwater snail Planorbella pilsbryi

description: Raw for manuscript titled "Does size matter? Exploring trade-offs in reproduction, growth, and life history in the freshwater snail Planorbella pilsbryi".
DOI: 10.5683/sp3/er7z54
title: Parental exposure of the freshwater snail Planorbella pilsbryi to copper results in transgenerational effects in offspring

description: Raw data for manuscript titled "Parental exposure of the freshwater snail Planorbella pilsbryi to copper results in transgenerational effects in offspring".
DOI: 10.5683/sp3/f8kzjc
title: Assessing the energetic cost of exposure to copper in a freshwater gastropod

description: Raw data from manuscript titled "Assessing the energetic cost of exposure to copper in a freshwater gastropod".
description: R, 4.1.1
DOI: 10.5683/sp3/oirzkm
title: Bioaccumulation and maternal transfer of copper in the freshwater snail Planorbella pilsbryi

description: Raw data from manuscript titled "Bioaccumulation and maternal transfer of copper in the freshwater snail Planorbella pilsbryi".
DOI: 10.5683/sp3/7zg4xv
title: The Canadian Historical GIS, 1911 [Aggregate data]

description: Aggregate data files digitized from the published census volumes for 1911. The files were downloaded from the University of Saskatchewan &lt;a href="https://hgiscanada.usask.ca/download"&gt;Historical Geographic Information Systems Lab&lt;/a&gt;. This data were developed as part of the &lt;a href="https://thecanadianpeoples.com/"&gt;The Canadian Peoples / Les populations canadiennes Project&lt;/a&gt;.
description: The Canadian Historical GIS (CHGIS)
DOI: 10.5683/sp3/jpgs9b
title: The Canadian Historical GIS, 1921 [Aggregate data]

description: Aggregate data files digitized from the published census volumes for 1921. The files were downloaded from the University of Saskatchewan &lt;a href="https://hgiscanada.usask.ca/download"&gt;Historical Geographic Information Systems Lab&lt;/a&gt;. This data were developed as part of the &lt;a href="https://thecanadianpeoples.com/"&gt;The Canadian Peoples / Les populations canadiennes Project&lt;/a&gt;.
description: The Canadian Historical GIS (CHGIS)
DOI: 10.5683/sp3/wivlr1
title: Alcohol Consumption in Canada: A National Study, 1976-11
title: Consommation de boissons alcoolisées au Canada : sondage à l'échelle nationale, 1976-11

description: This file contains data collected during the national drinking survey for Phase 3A.
description: Migration from Nesstar
DOI: 10.5683/sp3/dyg8yw
title: Alcohol Consumption in Canada: A National Study, 1978/11
title: Consommation de boissons alcoolisées au Canada : sondage à l'échelle nationale, 1978/11

description: This file contains data collected during the national survey related to Phase 3A of the Dialogue on Drinking campaign. The two questions concerning the respondents' coping/celebrating methods were dropped from this and the preceding survey in March 1978. Analysis revealed similar consumption patterns as the previous surveys although the consumption percentages more closely resembled Phase 1 - November and December 1976.
description: Migration from Nesstar
DOI: 10.5281/zenodo.17656485
title: Research on the impact of declining wind speeds on shallow lakes

description: Using the GOTM-WET model, this study simulates the ecological impacts of declining wind speeds on shallow lakes. Description of data field names in the Excel Spreadsheet.txt provides descriptions for the variable names in The data from model under different scenarios.xlsx. The climate.xlsx file contains the meteorological input data for the model. The inflow.xlsx and inflow_chem.xlsx files provide the water level and water quality inputs, while the fabm.yaml and gotm.yaml files contain the model parameters.
DOI: 10.5281/zenodo.17656484
title: Research on the impact of declining wind speeds on shallow lakes

description: Using the GOTM-WET model, this study simulates the ecological impacts of declining wind speeds on shallow lakes. Description of data field names in the Excel Spreadsheet.txt provides descriptions for the variable names in The data from model under different scenarios.xlsx. The climate.xlsx file contains the meteorological input data for the model. The inflow.xlsx and inflow_chem.xlsx files provide the water level and water quality inputs, while the fabm.yaml and gotm.yaml files contain the model parameters.
DOI: 10.5683/sp3/cwfxxv
title: Alcohol Consumption in Canada: A National Study, 1979
title: Consommation de boissons alcoolisées au Canada : sondage à l'échelle nationale, 1979

description: This file contains data collected during the national drinking survey for Phase 3B. The assessment of the visibility of the Dialogue on Drinking campaign was identical to Phase 3A concerning alcohol use and associated problems. There were some changes in codes for questions relating to the Dialogue campaign.
description: Migration from Nesstar
DOI: 10.5683/sp3/ijbrrl
title: Canadians’ Attitudes Toward the Health Care System

description: &lt;p&gt;Canadians' Attitudes Toward the Health Care System is a one-time survey conducted between November and December, 2011. The main purposes of this study were to collect the views and attitudes of Canadians toward the health care system, to examine Canadians' health care priorities, and to generate discussion, ideas and possible initiatives that would lead to a more responsive health care system, in terms of Canadians' needs.&lt;/p&gt; &lt;p&gt;The key research objectives of this study were to obtain Canadians' opinions on: &lt;br&gt;- the current state of the health care system; &lt;br&gt;- areas of concern for the system; &lt;br&gt;- suggestion for improving the system; &lt;br&gt;- expectation for improving the system; &lt;br&gt;- how they would like to be engaged and informed on health care issues.&lt;/p&gt;
description: Migration from Nesstar
description: Notes: The process of cleaning the original data file mainly invovled correcting typos, reading the data file structure using SPSS and referencing coding available, assigning values to missing data, and adding and editing labels by using SPSS and R-programming. Some typos appeared in the original file, and some of the answers stored in the data file were not recorded exactly as the ones provided in the questionnaire (e.g. capitalization, full label names, etc.). R was used to select certain keywords in a column and assign a new value to all of the cells that includes that particular keywords (recoding in the variable; especially for some inconsistently coded variables, and mixed coded and open-ended variables). Assignment of all of the different responses for each question in the data file corresponded to the data dictionary provided by Health Canada. Additional problems were also corrected for the value lables (respondent answers) using SPSS. Some reformatting of the date from string to numeric was also performed. There were also some missing values in the data file that showed #NULL! or appeared blank, in such cases these were coded as missing and value labels were assigned to represent missing data using SPSS. In the questionnaire, the questions that some respondents refused to answer would also count as missing data. Finally, question text was added to the variables using the Nesstar Publisher tool, based on the questionnaire provided by Health Canada.;
DOI: 10.5683/sp3/ekeelr
title: Knowledge, Perceptions, Awareness and Behaviours Relating to Immunization among First Nations and Inuit, 2011 [Canada]: Inuit File
title: Inuit File
title: Survey of Inuit Parents Regarding Immunization
title: Sondage sur la vaccination destiné aux parents Inuits et des Premières Nations

description: &lt;p&gt;Health Canada’s First Nations and Inuit Health Branch (FNIHB) is working with First Nations and Inuit communities to improve the health of First Nations people and Inuit living in Canada. As part of improving the health outcomes of First Nations people and Inuit, lowering the rates of vaccine preventable diseases is considered vital since vaccine preventable diseases such as pertussis, varicella and pneumococcal disease continue to be prevalent in First Nations and Inuit communities.&lt;/p&gt; &lt;p&gt;The purpose of this survey is to provide Health Canada with research based information about the knowledge, perceptions, awareness and behaviours of First Nations people on-reserve and Inuit regarding immunization.&lt;/p&gt;
description: Migration from Nesstar
description: Notes: Data and Final Report collected by Environics Research Group. Dataset, Data Dictionary and Codebook produced and distributed by Health Canada.;
DOI: 10.5683/sp3/egfjpg
title: Knowledge, Perceptions, Awareness and Behaviours Relating to Immunization among First Nations and Inuit, 2011 [Canada]: First Nations File
title: First Nations File
title: Survey of First Nations Parents Regarding Immunization
title: Sondage sur la vaccination destiné aux parents inuits et des Premières nations

description: &lt;p&gt;Health Canada's First Nations and Inuit Health Branch (FNIHB) is working with First Nations and Inuit communities to improve the health of First Nations people and Inuit living in Canada. As part of improving the health outcomes of First Nations people and Inuit, lowering the rates of vaccine preventable diseases is considered vital since vaccine preventable diseases such as pertussis, varicella and pneumococcal disease continue to be prevalent in First Nations and Inuit communities.&lt;/p&gt; &lt;p&gt;The purpose of this survey is to provide Health Canada with research based information about the knowledge, perceptions, awareness and behaviours of First Nations people on-reserve and Inuit regarding immunization.&lt;/p&gt;
description: Migration from Nesstar
description: Notes: Version 1: Data and Final Report collected by Environics Research Group. Dataset, Data Dictionary and Codebook produced and distributed by Health Canada.;
DOI: 10.5683/sp3/4p7oiv
title: Alcohol Consumption in Canada: A National Study, 1976-12
title: Consommation de boissons alcoolisées au Canada : sondage à l'échelle nationale, 1976-12

description: This file contains data collected during the national drinking survey for Phase 3B. The assessment of the visibility of the Dialogue on Drinking campaign was identical to Phase 3A concerning alcohol use and associated problems. There were some changes in codes for questions relating to the Dialogue campaign.
description: Migration from Nesstar